How verdicts work
Every page here makes a claim that can be proven wrong. This page is how we back them up, what we got wrong on the way, and what happens when you catch one.
The three verdicts
Official
The vendor maintains it. Evidence must be one of: a repo in the brand's own GitHub org, a package published under their registry scope or by their staff, a server hosted on a domain they control, or an integration documented inside their own product.
A beloved community server does not qualify, however good it is. The distinction is who you're trusting.
Community only
Third-party servers exist; the vendor ships nothing. These pages lead with trust signals — stars, last commit, licence, maintainer — because you're about to hand a stranger's code your API keys.
Context for that caution: independent research finds SSRF vulnerabilities in roughly a third of public MCP servers, and 41% ship with no authentication.
Not yet
Nothing exists — official or community. This is the claim a repo directory structurally cannot make: you can't have a page for a repo that doesn't exist.
It's also the easiest claim to get wrong, so every one is verified against vendor docs before publishing. Currently 0 of 353.
The pipeline
Candidate discovery
Community server lists, the official MCP reference list, and GitHub search with word-boundary brand matching.
Official detection
GitHub org ↔ brand matching, registry scope and publisher identity for npm and PyPI, and vendor-docs crawling for hosted endpoints.
Live verification
Every repo is re-checked against the GitHub API every six hours: stars, last push, archive status, renames, deletions. Dead repos get removed, not cached. Last refresh 2026-09-29.
Verifying absence claims
Any verdict asserting "no official server" for a brand with real search demand is verified against the vendor's docs, changelog and developer portal — and the evidence is recorded on the page.
What verification found
31 of 61 high-demand verdicts were wrong before launch
Our seed data came from the same place everyone else's does: GitHub. So before publishing we verified all 61 brands with real search demand against vendor documentation and live endpoints. Half of them were wrong, and the errors ran in both directions.
25 were under-claimed — the vendor had shipped an official server that
no repo crawler can see: hosted on an mcp.* subdomain, published as a
package, or built into the product. Six were over-claimed — false org
matches and repos that had been deleted or taken down since the data was collected.
| Brand | Now | What we found | Verified |
|---|---|---|---|
| Community only | LinkedIn's docs (learn.microsoft.com/linkedin) ship no MCP server; Microsoft's MCP catalog covers Azure/Graph/Power BI but not LinkedIn. Strongest community: stickerdaniel/linkedin-mcp-server (~3.1k stars, browser-automation based). Seed OFFICIAL verdict was a false org match. | 2026-08-10 | |
| fal.ai | Official | fal hosts an official MCP server at docs.fal.ai/mcp — scoped to docs search and model discovery across 1,000+ models, not model execution. Community servers (luminarylane/fal-mcp-server) cover generation. Seed said COMMUNITY-ONLY. | 2026-08-10 |
| Atlassian | Official | Atlassian Remote MCP Server (Rovo) hosted at mcp.atlassian.com, documented on support.atlassian.com. Community alternative sooperset/mcp-atlassian (~5.7k stars) for self-hosting. | 2026-08-10 |
| Kling | Community only | Seed top_repo yuvalsuede/agent-media deleted from GitHub. Live community servers: 199-mcp/mcp-kling, apinetwork/piapi-mcp-server. | 2026-08-10 |
| Chrome DevTools | Official | Built and maintained by Google's Chrome DevTools team, announced on developer.chrome.com — the single official Chrome MCP server (~49k stars). | 2026-08-10 |
| Google AI Studio | Community only | Verified via ai.google.dev/gemini-api/docs/coding-agents: official server is documentation-search for the Gemini API, not an AI Studio control surface. Verdict stays COMMUNITY-ONLY with the nuance stated. Seed top_repo was an unrelated aggregator. | 2026-08-10 |
| Chrome | Official | ChromeDevTools/chrome-devtools-mcp (~49k stars) is Google's official Chrome DevTools MCP server, announced on developer.chrome.com. Seed said COMMUNITY-ONLY with an unrelated 8-star repo. | 2026-08-10 |
| Datadog | Official | Vendor-hosted remote MCP at mcp.datadoghq.com (regional endpoints exist) covering APM, logs, metrics, monitors and dashboards; datadog-labs is a GitHub-verified Datadog org. | 2026-08-10 |
| Metricool | Official | PyPI package mcp-metricool published by three @metricool.com author emails. Seed NOT-YET verdict was wrong — no GitHub org repo, ships as a PyPI package. | 2026-08-10 |
| Serena | Official | oraios/serena (~27.8k stars, active) is an open-source coding-agent toolkit built as an MCP server — semantic code retrieval and editing via language servers, maintained by Oraios AI. | 2026-08-10 |
| Kie.ai | Community only | docs.kie.ai has REST API + webhooks only, no vendor MCP server. Strongest community server: felores/kie-cli-mcp (also npm @felores/kie-ai-mcp-server). COMMUNITY-ONLY confirmed. | 2026-08-10 |
| LangChain | Official | langchain-ai org maintains both an official docs MCP server (mcpdoc) and first-class MCP client adapters. Seed said COMMUNITY-ONLY with an unrelated repo. | 2026-08-10 |
| GitLab | Official | GitLab's MCP server ships inside the product at <instance>/api/v4/mcp, documented at docs.gitlab.com; code lives in the GitLab monorepo. Strongest community server: zereight/gitlab-mcp (~1.9k stars). | 2026-08-10 |
| n8n | Official | n8n has native MCP support: the built-in MCP Server Trigger node turns any n8n instance into an MCP server (official docs). The dominant community tool is czlonkowski/n8n-mcp (~22.6k stars). Seed said COMMUNITY-ONLY. | 2026-08-10 |
| NotebookLM | Community only | No official NotebookLM MCP and no public NotebookLM API — Google's managed-MCP catalog doesn't include it. Top community (browser automation): PleasePrompto/notebooklm-mcp (~3.2k stars). COMMUNITY-ONLY confirmed. | 2026-08-10 |
| Discord | Community only | No first-party MCP in Discord's developer docs or changelog. Top community: SaseQ/discord-mcp (~442 stars). Seed top_repo replaced with the stronger community server. | 2026-08-10 |
| Buffer | Official | Official hosted remote MCP server at mcp.buffer.com/mcp (public beta since ~May 2026, all plans including Free). Seed said COMMUNITY-ONLY. | 2026-08-10 |
| Google Drive | Official | Official Google-hosted Drive MCP server at drivemcp.googleapis.com (search, read, create, download), documented on developers.google.com. | 2026-08-10 |
| shadcn/ui | Official | Official MCP server built into the shadcn CLI (npx shadcn@latest mcp), documented at ui.shadcn.com/docs/mcp — agents browse, search and install registry components. | 2026-08-10 |
| Home Assistant | Official | Official MCP Server integration built into Home Assistant core since release 2025.2, maintained by the HA team — your own instance serves /api/mcp. Seed said COMMUNITY-ONLY. | 2026-08-10 |
| Confluence | Official | Confluence coverage confirmed in Atlassian's Rovo MCP docs — same hosted server at mcp.atlassian.com; no separate Confluence-specific official server exists. | 2026-08-10 |
| Microsoft Azure | Official | Azure MCP Server is Microsoft-official with full docs on learn.microsoft.com; source at microsoft/mcp (servers/Azure.Mcp.Server), covering Cosmos DB, Key Vault, Monitor, AI Search and more. | 2026-08-10 |
| Slack | Official | Official remote MCP server at mcp.slack.com/mcp documented at docs.slack.dev — requires a registered Slack app with OAuth and admin approval. korotovsky/slack-mcp-server (~1.8k stars) remains the leading community alternative. Seed said COMMUNITY-ONLY. | 2026-08-10 |
| Grafana | Official | grafana/mcp-grafana lives in Grafana Labs' own org (~3.3k stars, active) — dashboards, datasources, Prometheus/Loki queries, incidents and alerting. | 2026-08-10 |
| Puppeteer | Official | Puppeteer's official MCP path is chrome-devtools-mcp, recommended on pptr.dev ('a Puppeteer-based MCP server for browser automation'); standalone community servers are stale. | 2026-08-10 |
| Godot Engine | Community only | The Godot Engine project ships no MCP server (godotengine.org checked). Strongest community server: Coding-Solo/godot-mcp (~5.1k stars) in a crowded field. | 2026-08-10 |
| ManyChat | Community only | No vendor MCP server on manychat.com or api.manychat.com — a community idea post requesting MCP support (2026-03-16) has no staff reply. Only near-zero-star community wrappers exist. Seed NOT-YET was technically wrong: a community wrapper exists. | 2026-08-10 |
| Azure DevOps | Official | Microsoft maintains a dedicated official server at microsoft/azure-devops-mcp (~1.9k stars, active) covering work items, repos, pipelines and boards — separate from the Azure MCP Server. | 2026-08-10 |
| Perplexity | Official | Official hosted MCP at api.perplexity.ai/mcp (Streamable HTTP, bearer API key) recommended in Perplexity's docs; local stdio server ships as @perplexity-ai/mcp-server on npm. | 2026-08-10 |
| Official | Meta's official Ads MCP server at mcp.facebook.com/ads (announced 2026-07-16, verified live with Meta OAuth scopes). Hosted-only. Community alternative: pipeboard-co/meta-ads-mcp (~1.2k stars). Seed said COMMUNITY-ONLY. | 2026-08-10 | |
| Tavily | Official | Official hosted remote MCP server at mcp.tavily.com documented at docs.tavily.com, plus the open-source tavily-ai/tavily-mcp repo. | 2026-08-10 |
| Exa | Official | Official remote MCP endpoint at mcp.exa.ai documented in Exa's docs, plus open-source exa-labs/exa-mcp-server (~4.8k stars). | 2026-08-10 |
| Blender | Community only | Seed marked OFFICIAL but official_count was 0 and its top repo ahujasid/blender-mcp (~14k stars) has been deleted from GitHub (404). Blender Foundation maintains no MCP server. | 2026-08-10 |
| Bright Data | Official | Official MCP with a managed remote endpoint at mcp.brightdata.com and self-hosted @brightdata/mcp package, documented at docs.brightdata.com. | 2026-08-10 |
| ServiceNow | Official | ServiceNow's MCP Server Console (Zurich release) is built into the platform — exposes Now Assist skills, subflows and REST APIs to external MCP clients over OAuth 2.0, instance-hosted. | 2026-08-10 |
| Google Ads | Official | The Google Ads API team open-sourced the official server at googleads/google-ads-mcp (announced Oct 2025), documented in the developer toolkit on developers.google.com. | 2026-08-10 |
| Context7 | Official | Context7 is built and maintained by Upstash; upstash/context7 (~60k stars) documents the hosted endpoint mcp.context7.com/mcp. | 2026-08-10 |
| Excalidraw | Official | Official MCP announced with Anthropic in early 2026: open-source excalidraw/excalidraw-mcp (~5.1k stars) plus a hosted Excalidraw+ endpoint, available as a Claude connector. | 2026-08-10 |
| Canva | Official | Canva runs an official remote Design MCP server at mcp.canva.com/mcp (docs at canva.dev/docs/mcp/), plus a Dev MCP server for app development via the @canva/cli npm package. Seed said COMMUNITY-ONLY — hosted servers don't appear on GitHub. | 2026-08-10 |
| Asana | Official | Official hosted MCP server at mcp.asana.com/v2/mcp with OAuth, documented at developers.asana.com. | 2026-08-10 |
| Google Sheets | Official | Official Google-hosted Sheets MCP server at sheetsmcp.googleapis.com (read cells, update values, formulas, batch updates) with OAuth 2.0, documented on developers.google.com. | 2026-08-10 |
| Monarch Money | Official | Official Monarch MCP Connector documented on help.monarch.com; community repos archived in its favor by Jul 2026. Paused as of Aug 2026. | 2026-08-10 |
| Robinhood | Official | Robinhood launched official Agentic Trading MCP servers (Trading and Banking) May 27 2026 at agent.robinhood.com — any MCP agent can trade in a dedicated account. | 2026-08-10 |
| Splunk | Official | Official MCP Server for Splunk Enterprise and Cloud (v1.1), distributed as Splunkbase app 7931 and documented on help.splunk.com — SPL queries, NL-to-SPL, RBAC. | 2026-08-10 |
| TradingView | Community only | No official MCP from TradingView — tradingview.com carries only MCP news about other companies. Strongest community server: atilaahmettaner/tradingview-mcp (~3.9k stars, active), using public data endpoints. | 2026-08-10 |
| Instantly | Official | Official vendor-hosted MCP at mcp.instantly.ai/mcp (API-key auth, 31 tools), documented in Instantly's help center. Seed said COMMUNITY-ONLY. | 2026-08-10 |
| Unity | Official | Unity Technologies shipped an official Unity MCP Server (beta, ~May 2026) documented at docs.unity3d.com. Seed said COMMUNITY-ONLY. | 2026-08-10 |
| Vercel | Official | Vercel MCP is an official remote server with OAuth at mcp.vercel.com — docs search, project and deployment management, log analysis — documented on vercel.com. | 2026-08-10 |
| Databricks | Official | Fully managed vendor-hosted MCP servers (Genie, Vector Search, Databricks SQL, Unity Catalog functions) documented on docs.databricks.com, plus the databrickslabs/mcp companion repo. | 2026-08-10 |
| Git | Community only | The git project (git-scm.com) publishes no MCP server. The de facto standard is mcp-server-git in the modelcontextprotocol/servers monorepo, maintained by the MCP project. | 2026-08-10 |
| IDA Pro | Community only | Hex-Rays ships no first-party MCP server; mrexodia/ida-pro-mcp (~11.2k stars, active) dominates and is featured on plugins.hex-rays.com. | 2026-08-10 |
| Roblox Studio | Official | Roblox open-sourced Roblox/studio-rust-mcp-server in May 2025 and has since built the server natively into Studio, documented at create.roblox.com/docs/studio/mcp. | 2026-08-10 |
| Tableau | Official | tableau/tableau-mcp is Tableau's official server (active), with docs at tableau.github.io/tableau-mcp and a Salesforce-managed hosted service at mcp.tableau.com (OAuth 2.1). | 2026-08-10 |
| Obsidian | Community only | No MCP server from Obsidian (obsidianmd org has none; the team even trademark-enforced a community npm package's rename). Top community: MarkusPfundstein/mcp-obsidian (~4.3k stars). COMMUNITY-ONLY confirmed. | 2026-08-10 |
| Snowflake | Official | Official Snowflake-managed MCP server documented at docs.snowflake.com; the older Snowflake-Labs/mcp repo README marks itself deprecated in its favor. | 2026-08-10 |
| Firebase | Official | Official Firebase MCP server ships inside the Firebase CLI (npx firebase-tools mcp), documented at firebase.google.com/docs/cli/mcp-server. Seed said COMMUNITY-ONLY. | 2026-08-10 |
| Granola | Official | Granola announced its official hosted MCP at mcp.granola.ai (browser OAuth) on its blog in Feb 2026. | 2026-08-10 |
| Microsoft Outlook | Official | Microsoft ships first-party Work IQ Mail (mcp_MailTools) and Calendar MCP servers for Outlook under Agent 365, connectable from Claude Code and VS Code via a tenant-scoped URL. | 2026-08-10 |
| Todoist | Official | Doist maintains the official Doist/todoist-mcp repo and hosts a streamable-HTTP server at ai.todoist.net/mcp with OAuth. | 2026-08-10 |
| Gemini | Official | ai.google.dev states that Gemini hosts a public MCP server at gemini-api-docs-mcp.dev, which gives coding agents a docs-search tool. The endpoint answers MCP initialize with serverInfo "gemini-docs". | 2026-09-29 |
| Miro | Official | Official hosted remote MCP server at mcp.miro.com (OAuth 2.1), documented at developers.miro.com/docs/miro-mcp. It is also listed in the MCP Registry as io.github.miroapp/mcp-server, linked to Miro's verified miroapp/miro-ai repo (~155 stars, client configs and skills). | 2026-09-29 |
| monday.com | Official | Official hosted MCP server at mcp.monday.com/mcp documented at developer.monday.com, plus the open-source mondaycom/mcp repo (~430 stars) and the @mondaydotcomorg/monday-api-mcp npm package published by monday.com staff; also listed in the MCP Registry as com.monday/monday.com. | 2026-09-29 |
| Power BI | Official | Microsoft documents its Power BI MCP servers on learn.microsoft.com: the Power BI Authoring server is hosted (preview) at api.fabric.microsoft.com/v1/mcp/powerbi/authoring and also runs locally (GA) from microsoft/powerbi-modeling-mcp and npm @microsoft/powerbi-modeling-mcp (Registry com.microsoft/powerbi-modeling-mcp). An older query endpoint (preview) is still documented at /v1/mcp/powerbi. | 2026-09-29 |
| Brave Search | Official | Brave's Search API page (brave.com/search/api) links to its own brave/brave-search-mcp-server repo (~1.5k stars). The server is published on npm as @brave/brave-search-mcp-server by the brave.com account and registered as io.github.brave/brave-search-mcp-server. Brave runs no hosted endpoint; you run it yourself over stdio or HTTP. | 2026-09-29 |
| DeepWiki | Official | Cognition documents a free, no-auth hosted DeepWiki MCP server at mcp.deepwiki.com/mcp (plus /sse) on docs.devin.ai, and the CognitionAI/deepwiki repo README lists the same endpoints and its three tools. | 2026-09-29 |
| Glean | Official | Glean's MCP server is built into every Glean instance and on by default with OAuth, served per tenant at https://{backend-domain}/mcp/{path} as documented at docs.glean.com; also listed in the MCP Registry under Glean's own namespace com.glean/mcp, pointing to the gleanwork/remote-mcp-server repo. | 2026-09-29 |
| Google Workspace | Official | Google documents Google-hosted remote MCP servers for Gmail, Drive, Docs, Sheets, Slides, Calendar, Chat and People at developers.google.com/workspace (gmailmcp, drivemcp, docsmcp, sheetsmcp, slidesmcp, calendarmcp, chatmcp .googleapis.com/mcp/v1). | 2026-09-29 |
| Notion | Official | Notion-hosted remote MCP server at mcp.notion.com/mcp (verified live, MCP OAuth challenge) plus open-source makenotion/notion-mcp-server (~4.6k stars). Seed top_repo was a third-party fork. | 2026-08-10 |
| Sequential Thinking | Official | Sequential Thinking is one of the seven actively maintained reference servers in modelcontextprotocol/servers (src/sequentialthinking, ~90k-star monorepo), published on npm as @modelcontextprotocol/server-sequential-thinking by MCP steering-group maintainers. | 2026-09-29 |
| Sourcegraph | Official | Sourcegraph documents a built-in MCP server at sourcegraph.com/docs/api/mcp, served from each instance at /.api/mcp (plus /.api/mcp/all and /.api/mcp/deepsearch) with OAuth or access-token auth on Enterprise plans. It is also listed in the MCP Registry as io.github.sourcegraph/mcp, published by the verified sourcegraph GitHub org. | 2026-09-29 |
| Composio | Official | Composio documents its own hosted MCP server, Composio Connect, at connect.composio.dev/mcp on docs.composio.dev. It gives agents 1000+ app toolkits through a small set of meta-tools, and it is listed in the MCP Registry under Composio's verified GitHub org as io.github.ComposioHQ/composio. | 2026-09-29 |
| Google Stitch | Official | Google hosts the Stitch MCP server at stitch.googleapis.com/mcp, listed in the MCP Registry under Google's own com.googleapis.stitch namespace and used as the default endpoint by Google's google-labs-code/stitch-sdk; Stitch's docs have a 'Stitch via MCP' setup page and blog.google announced the Stitch MCP server. | 2026-09-29 |
| GitHub | Official | github/github-mcp-server (32k+ stars) is GitHub's official MCP server, also hosted at api.githubcopilot.com/mcp/. Seed top_repo was an unrelated charting server. | 2026-08-10 |
| Google Docs | Official | Official Google-hosted Docs MCP server at docsmcp.googleapis.com (read_doc, update_doc), documented on developers.google.com. | 2026-09-29 |
| Higgsfield | Official | Higgsfield documents its own hosted OAuth MCP server at mcp.higgsfield.ai/mcp on higgsfield.ai/mcp (endpoint verified live, returns an OAuth challenge). Hosted-only: there is no MCP repo in the higgsfield-ai GitHub org. | 2026-09-29 |
| Semgrep | Official | Semgrep documents its MCP server as part of Semgrep Guardian at docs.semgrep.dev/semgrep-guardian/overview. The server code is in semgrep/semgrep (cli/src/semgrep/mcp) and runs as `semgrep mcp` from the Semgrep-published semgrep PyPI package. | 2026-09-29 |
| Snyk | Official | Snyk's MCP server is built into the Snyk CLI (`npx -y snyk@latest mcp -t stdio`) and documented under Snyk Studio at docs.snyk.io. The MCP Registry entry io.snyk/mcp points to snyk/studio-mcp. Snyk's docs say it offers no hosted remote server. | 2026-09-29 |
| Webflow | Official | Official hosted remote MCP server at mcp.webflow.com/mcp, documented at developers.webflow.com and announced in Webflow's April 2025 changelog. Open-source repo webflow/mcp-server, MCP Registry entry com.webflow/mcp, and npm package webflow-mcp-server published by tech@webflow.com. | 2026-09-29 |
| PostgreSQL | Community only | The PostgreSQL project publishes no MCP server (Anthropic's reference server-postgres is archived; pgEdge/Azure/Bytebase are third-party). Strongest Postgres-dedicated community server: crystaldba/postgres-mcp (~3.2k stars). Seed OFFICIAL verdict was wrong. | 2026-08-10 |
| Jenkins | Official | The MCP Server plugin lives in the Jenkins project's verified jenkinsci GitHub org (jenkinsci/mcp-server-plugin, ~112 stars, active). It ships through the official plugin site plugins.jenkins.io and turns a Jenkins controller into an MCP server with Streamable HTTP and SSE endpoints. | 2026-09-29 |
| LM Studio | Community only | LM Studio's docs (lmstudio.ai/docs/app/mcp and /docs/developer/core/mcp) only cover using MCP servers from the app and its API. There is no LM Studio server in the lmstudio-ai GitHub org or the MCP Registry. The strongest dedicated community server is infinitimeless/LMStudio-MCP (~170 stars), which lets Claude call models running in a local LM Studio. | 2026-09-29 |
| Microsoft SharePoint | Official | Microsoft ships a first-party Work IQ SharePoint MCP server (mcp_SharePointRemoteServer: sites, document libraries, files, lists) under Agent 365, documented on learn.microsoft.com. Microsoft's own com.microsoft namespace in the MCP Registry also lists a Work IQ SharePoint Lists server. | 2026-09-29 |
| PagerDuty | Official | PagerDuty's knowledge base documents its hosted MCP server at mcp.pagerduty.com/mcp (EU: mcp.eu.pagerduty.com/mcp). The earlier open-source local server in the PagerDuty GitHub org is archived and marked deprecated. | 2026-09-29 |
| Zotero | Community only | Zotero ships no MCP server: the zotero GitHub org has no MCP repo, zotero.org mentions MCP only in user-posted forum threads, and every MCP Registry entry is a personal io.github namespace. 54yyyu/zotero-mcp (~5.2k stars, active) is the most-starred dedicated server. | 2026-09-29 |
| Stripe | Official | Official hosted MCP server at mcp.stripe.com (endpoint live, auth-gated; documented at docs.stripe.com/mcp) alongside the stripe/ai repo. | 2026-08-10 |
| BigQuery | Official | Google-hosted BigQuery remote MCP server at bigquery.googleapis.com/mcp (execute_sql, metadata tools) documented at docs.cloud.google.com; for local use Google's docs point to its open-source MCP Toolbox for Databases (googleapis/mcp-toolbox, ~16.5k stars). | 2026-09-29 |
| ClickHouse | Official | Official ClickHouse Cloud remote MCP server at mcp.clickhouse.cloud/mcp (OAuth, read-only tools) documented at clickhouse.com/docs, plus the open-source ClickHouse/mcp-clickhouse server (~880 stars) published on PyPI as mcp-clickhouse. | 2026-09-29 |
| Figma | Official | figma/mcp-server-guide in the official Figma org, plus the in-app Dev Mode MCP server. Seed top_repo (vkhanhqui/figma-mcp-go) was removed via DMCA takedown 2026-07-08. | 2026-08-10 |
| Ghidra | Community only | The NSA's Ghidra project ships no MCP server: nothing in the NationalSecurityAgency GitHub org, the 12.x release notes or the MCP Registry, and a request to upstream one (discussion #8648) got no maintainer reply. bethington/ghidra-mcp (~4k stars, releases through Sept 2026) was picked as the strongest server that is still maintained. | 2026-09-29 |
| Klaviyo | Official | Klaviyo's developer docs document an official remote MCP server at mcp.klaviyo.com/mcp (OAuth). They also document a local server run with uvx klaviyo-mcp-server, published on PyPI by the Klaviyo Developer Experience Team (developers@klaviyo.com). | 2026-09-29 |
| Neo4j | Official | Neo4j's official MCP server is documented at neo4j.com/docs/mcp and lives in the verified neo4j org as neo4j/mcp. MCP for Aura adds a hosted per-instance endpoint at <INSTANCE_ID>.mcp-instances.neo4j.io. Neo4j Labs also maintains the older neo4j-contrib/mcp-neo4j servers (~1k stars). | 2026-09-29 |
| NetSuite | Official | Oracle's NetSuite help documents the NetSuite AI Connector Service, an MCP endpoint hosted per account at <accountid>.suitetalk.api.netsuite.com/services/mcp/v1/…. Its tools come from Oracle's MCP Standard Tools SuiteApp (com.netsuite.mcpstandardtools). | 2026-09-29 |
| SearXNG | Community only | The searxng GitHub org has no MCP repo, and a PR adding an MCP plugin to searxng/searxng (#5981) was closed without merging; MCP Registry entries are all third-party. ihor-sokoliuk/mcp-searxng (~1.3k stars, active) is the most-starred dedicated server. | 2026-09-29 |
| Xcode | Official | Apple's developer documentation describes the MCP server that Xcode provides to external agents (enable it in Settings > Intelligence, then run xcrun mcpbridge). Apple's newsroom post for Xcode 26.3 confirms Xcode exposes its capabilities through MCP. | 2026-09-29 |
| Zoho | Official | Official Zoho MCP platform at zoho.com/mcp plus the zoho/analytics-mcp-server repo in Zoho's GitHub org. | 2026-08-10 |
| Shopify | Official | Official Dev MCP npm package (@shopify/dev-mcp, documented at shopify.dev/docs/apps/build/devmcp) plus built-in store-hosted Storefront MCP. The old GitHub repo went private — evidence rests on vendor docs and npm. Seed said COMMUNITY-ONLY. | 2026-08-10 |
| arXiv | Community only | arXiv's info.arxiv.org help pages and its arXiv GitHub org have no MCP server, and every MCP Registry entry uses a third-party namespace. blazickjp/arxiv-mcp-server (~3.2k stars, active) is the most-starred arXiv-specific server. | 2026-09-29 |
| Bitbucket | Official | Atlassian's official Rovo MCP server (mcp.atlassian.com/v2/mcp, repo atlassian/atlassian-mcp-server, Registry com.atlassian/atlassian-mcp-server) has supported Bitbucket Cloud since April 8, 2026, per atlassian.com/blog/bitbucket. The workspace must be linked to an Atlassian organization. | 2026-09-29 |
| ClickUp | Official | ClickUp runs its own remote MCP server at mcp.clickup.com/mcp (public beta, OAuth only), documented at developer.clickup.com. All ClickUp entries in the MCP Registry come from third parties, such as com.mcparmory/clickup. | 2026-09-29 |
| Google Calendar | Official | Official Google-hosted Calendar MCP server at calendarmcp.googleapis.com (list calendars, read events, check availability, create/update/delete events), documented on developers.google.com and listed on Google Cloud's supported-products page for MCP. | 2026-09-29 |
| LangGraph | Official | LangChain's docs state that Agent Server (langgraph-api >= 0.2.3) automatically exposes deployed LangGraph agents as MCP tools at the /mcp endpoint over Streamable HTTP, and that it can be switched off with disable_mcp in langgraph.json. | 2026-09-29 |
| Looker | Official | Google Cloud documents a Looker-managed MCP server built into each Looker instance at <instance>/mcp (OAuth 2.1, in preview). Google's open-source MCP Toolbox, googleapis/mcp-toolbox, also ships a Looker integration for self-hosted use. | 2026-09-29 |
| Lucidchart | Official | Lucid Software's help center documents a hosted Lucid MCP server at mcp.lucid.app/mcp (OAuth). It is listed in Lucid's marketplace as 'By Lucid Software', registered in the MCP Registry as app.lucid.mcp/lucid, and described in the lucidsoftware/lucid-mcp-server repo. | 2026-09-29 |
| Microsoft Learn | Official | Official remote MCP server at learn.microsoft.com/api/mcp (free, no auth) for searching and fetching Microsoft docs and code samples, documented at learn.microsoft.com/training/support/mcp. Source and issues at MicrosoftDocs/mcp (~1.9k stars), with MCP Registry entry com.microsoft/microsoft-learn-mcp. | 2026-09-29 |
| Okta | Official | Okta documents the Okta Open Source MCP Server at developer.okta.com. Its source is in the verified okta GitHub org (okta/okta-mcp-server) and it is published on PyPI as okta-mcp-server, maintained from an okta.com address. Okta's blog separately announces a cloud-hosted Okta Managed MCP Server in Early Access. | 2026-09-29 |
| Railway | Official | Railway's docs describe its hosted OAuth MCP server at mcp.railway.com, and the Railway CLI (railwayapp/cli) ships a local server via `railway mcp`. The older railwayapp/railway-mcp-server repo is archived; its @railway/mcp-server package is now a deprecated wrapper that launches the CLI. | 2026-09-29 |
| Salesforce | Official | salesforcecli is a Salesforce-owned GitHub org; salesforcecli/mcp is the official Salesforce CLI MCP server. Seed said COMMUNITY-ONLY with a dead third-party repo. | 2026-08-10 |
| Storybook | Official | Storybook documents its MCP server (the @storybook/addon-mcp addon, which runs inside the Storybook dev server; in preview) at storybook.js.org/docs/ai/mcp. The npm package is published by the Storybook core maintainers, and Storybook's registry entry is io.github.storybookjs/addon-mcp. | 2026-09-29 |
| Jira | Official | Atlassian hosts the official remote MCP server (Rovo) at mcp.atlassian.com covering Jira, JSM, Confluence, and Bitbucket. Closed-source hosted service. Seed top_repo (gitkraken/gk-cli) was unrelated. | 2026-08-10 |
| OpenAI | Official | OpenAI hosts the OpenAI Docs MCP server at developers.openai.com/mcp, documented at developers.openai.com/learn/docs-mcp. It searches and fetches OpenAI developer documentation, and the endpoint answers MCP initialize as openai-docs-mcp. | 2026-09-29 |
| Airtable | Official | Official hosted MCP server at mcp.airtable.com/mcp (OAuth, all plans, documented on support.airtable.com). Community domdomegg/airtable-mcp-server was the prior standard. Seed said COMMUNITY-ONLY. | 2026-08-10 |
| Amplitude | Official | Official hosted remote MCP server at mcp.amplitude.com (EU: mcp.eu.amplitude.com) with OAuth, documented at amplitude.com/docs, and listed in the MCP Registry as com.amplitude/mcp-server. | 2026-09-29 |
| Metabase | Official | Metabase has a built-in MCP server at each instance's /api/metabase-mcp endpoint, documented at metabase.com/docs/latest/ai/mcp. An admin must turn it on and AI features must be enabled. The MCP Registry lists it as io.github.metabase/mcp from the metabase/metabase repo. | 2026-09-29 |
| QuickBooks | Official | Intuit maintains intuit/quickbooks-online-mcp-server (~400 stars, active) in its own GitHub org, a local stdio server that covers the QuickBooks Online API. Intuit also offers a QuickBooks connector inside Claude, but documents no public MCP URL on an Intuit domain. | 2026-09-29 |
| SAP | Official | SAP publishes npm MCP servers maintained by sap.com accounts: @cap-js/mcp-server (cap-js/mcp-server, ~113 stars, referenced in the CAP docs at cap.cloud.sap), @ui5/mcp-server (UI5/mcp-server) and @sap-ux/fiori-mcp-server (SAP/open-ux-tools). SAP's verified GitHub org also registers SAP/fiori-mcp-server and SAP/mdk-mcp-server in the MCP Registry. | 2026-09-29 |
| Selenium | Community only | Selenium's own docs (selenium.dev/documentation/ai_agents) say existing Selenium MCP servers are community-maintained third-party projects, not part of the Selenium project, and the SeleniumHQ org has no MCP repo. angiejones/mcp-selenium (~430 stars) is the most-starred dedicated Selenium WebDriver server. | 2026-09-29 |
| Strava | Official | Strava's help center documents the Strava MCP Connector, a first-party remote MCP server at mcp.strava.com/mcp that launched June 1, 2026 as part of the Strava subscription. | 2026-09-29 |
| Trello | Official | Official remote Trello MCP server at mcp.trello.com/v1 (OAuth), documented on support.atlassian.com, plus the atlassian/trello-mcp-server repo in Atlassian's GitHub org. | 2026-09-29 |
| Unreal Engine | Official | Epic documents Unreal MCP at dev.epicgames.com: an official Experimental plugin in Unreal Engine 5.8 that embeds an MCP server in the editor so agents can spawn actors, edit materials and lighting, and run automation tests. | 2026-09-29 |
| Zoom | Official | Zoom hosts its own MCP servers, documented at developers.zoom.us/docs/mcp (Zoom MCP Server, plus Chat, Meetings, Whiteboard, Docs and Revenue Accelerator servers), all served from mcp.zoom.us with OAuth. Zoom's verified GitHub org publishes them to the MCP Registry as io.github.zoom/*. | 2026-09-29 |
| HubSpot | Official | Official remote CRM MCP server at mcp.hubspot.com (OAuth/PKCE) documented at developers.hubspot.com/mcp; local Developer MCP server GA since 2026-02-19; @hubspot/mcp-server on npm. Seed said COMMUNITY-ONLY. | 2026-08-10 |
| Gmail | Official | Official Google-hosted Gmail MCP server at gmailmcp.googleapis.com, documented on developers.google.com. Seed said COMMUNITY-ONLY. | 2026-08-10 |
| YouTube | Community only | Checked Google's official MCP support announcement and server list: no YouTube server. Strongest general-purpose community server: ZubeidHendricks/youtube-mcp-server (~561 stars). Seed OFFICIAL verdict (via an unrelated aggregator repo) was wrong. | 2026-08-10 |
| FastAPI | Community only | FastAPI's docs and the fastapi GitHub org ship no MCP server, and FastAPI's External Links page lists tadata-org/fastapi_mcp as a third-party project. It was chosen as the dedicated, most-starred option (~12k stars). | 2026-09-29 |
| Kagi | Official | Kagi's API docs (kagi.com/api/docs) say Kagi runs a hosted MCP server at mcp.kagi.com/mcp, authenticated with an API key. The open-source server is in the verified kagisearch org as kagisearch/kagimcp and is published on PyPI as kagimcp by a kagi.com author. | 2026-09-29 |
| SQLite | Community only | The SQLite project (sqlite.org) publishes no MCP server, and the MCP project's SQLite reference server now sits in modelcontextprotocol/servers-archived. The strongest maintained SQLite-only server is jparkerweb/mcp-sqlite (~130 stars, npm mcp-sqlite), which has CRUD, schema-exploration and custom-query tools. | 2026-09-29 |
| Community only | Meta's MCP docs cover only Ads and Devtools — no WhatsApp server. Community: lharries/whatsapp-mcp (~6.1k stars, unmaintained since 2025-07). COMMUNITY-ONLY confirmed. | 2026-08-10 | |
| Telegram | Community only | No MCP server at core.telegram.org. Strongest community: chigwell/telegram-mcp (~1.4k stars, MTProto-based). COMMUNITY-ONLY confirmed. | 2026-08-10 |
| MySQL | Official | Oracle ships an official MySQL MCP server in oracle/mcp (announced with MySQL AI on blogs.oracle.com). Seed said COMMUNITY-ONLY. | 2026-08-10 |
| MongoDB | Official | mongodb-js/mongodb-mcp-server (~1.1k stars, active) is MongoDB's official server, on npm as mongodb-mcp-server. Seed said COMMUNITY-ONLY with a third-party Atlas repo. | 2026-08-10 |
| Playwright | Official | microsoft/playwright-mcp (~36k stars) is the official Playwright MCP server (npm @playwright/mcp). Seed top_repo was a third-party service. | 2026-08-10 |
| Attio | Official | Attio documents its hosted MCP server at mcp.attio.com/mcp (OAuth, no API key) on docs.attio.com and announced it in Attio's changelog (attio.com/changelog/2026/mcp-server). | 2026-09-29 |
| Convex | Official | Convex's MCP server is built into the Convex CLI (npx -y convex@latest mcp start), documented at docs.convex.dev/ai/convex-mcp-server. Source is in get-convex/convex-backend (npm-packages/convex), and the convex npm package is published by convex.dev maintainers. | 2026-09-29 |
| Docker | Official | docker/mcp-gateway is the canonical official repo (the `docker mcp` CLI powering Docker's MCP Toolkit, docs.docker.com); docker/hub-mcp is the narrower Hub server. | 2026-08-10 |
| Gong | Official | Gong's help center documents the Gong MCP server, which offers ask_account, ask_deal and generate_brief tools and must be enabled by an admin. The server URL is given as mcp.gong.io/mcp, and the endpoint is live and auth-gated. | 2026-09-29 |
| Greenhouse | Official | Official hosted Greenhouse MCP at mcp.greenhouse.io/mcp (OAuth 2.0 with PKCE and Dynamic Client Registration) with setup documented in Greenhouse's support center; launch announced on greenhouse.com on May 7, 2026. | 2026-09-29 |
| Microsoft Teams | Official | Microsoft Learn documents the first-party Work IQ Teams MCP server (mcp_TeamsServer) at a tenant-scoped agent365.svc.cloud.microsoft URL, with chat, channel and team tools. It is connectable from Claude Code and VS Code and listed in the MCP Registry as com.microsoft/workiq-teamsserver. | 2026-09-29 |
| Retool | Official | Retool's docs describe its own MCP server at https://<your-retool-instance>/mcp (OAuth 2.0) for building apps and managing orgs from AI agents. The server was announced on retool.com/blog/retool-mcp-server. | 2026-09-29 |
| Vanta | Official | Vanta documents a hosted remote MCP server (beta, available to all customers, Admin role required) at mcp.vanta.com/mcp with EU and AU endpoints, on developer.vanta.com and help.vanta.com. | 2026-09-29 |
| Kubernetes | Community only | Neither kubernetes nor kubernetes-sigs orgs ship an MCP server. Strongest community: containers/kubernetes-mcp-server (~1.9k stars, Red Hat-backed). Seed OFFICIAL verdict was wrong. | 2026-08-10 |
| Zapier | Official | Official hosted MCP server at mcp.zapier.com (endpoint live, auth-gated; documented at zapier.com/mcp) alongside the zapier/zapier-mcp repo. | 2026-08-10 |
| Linear | Official | Vendor-hosted remote MCP server at mcp.linear.app/mcp (OAuth 2.1, read-only variant at /mcp/readonly), documented in Linear's own docs. Seed said COMMUNITY-ONLY. | 2026-08-10 |
| Clerk | Official | Clerk documents its hosted MCP server at mcp.clerk.com/mcp on clerk.com/docs (public beta, announced in Clerk's changelog). It is registered in the MCP Registry under Clerk's GitHub org as io.github.clerk/mcp-server. | 2026-09-29 |
| Coda | Official | Coda's help center documents the Coda MCP (in beta), a hosted remote server at coda.io/apis/mcp that lets Claude, ChatGPT, Cursor and other clients read and write Coda docs. The many GitHub Coda MCP repos are third-party and predate it. | 2026-09-29 |
| Dropbox | Official | Dropbox Help documents its remote MCP server at mcp.dropbox.com/mcp (in beta, OAuth), and the endpoint is live and auth-gated. Dropbox also publishes a separate local server for Dash search, dropbox/mcp-server-dash. | 2026-09-29 |
| DuckDuckGo | Community only | DuckDuckGo publishes no MCP server: there is nothing on duckduckgo.com, in the verified duckduckgo GitHub org, or in the MCP Registry under its domain. The strongest dedicated community server is nickclyde/duckduckgo-mcp-server (~1.5k stars, active), which provides web search and page fetching. | 2026-09-29 |
| Dynatrace | Official | Dynatrace Docs describe a hosted Dynatrace MCP server on each environment's MCP gateway, using platform-token or OAuth auth. It is also registered as io.github.Dynatrace/dynatrace-for-ai under the verified Dynatrace GitHub org. | 2026-09-29 |
| FreeCAD | Community only | The FreeCAD project ships no MCP server: nothing in the FreeCAD GitHub org or main repo, on the freecad.org blog or release posts, or in the MCP Registry. neka-nat/freecad-mcp (~2.5k stars, active) is the clear leader among dedicated servers. | 2026-09-29 |
| Google Search Console | Community only | Search Console is absent from Google's list of official MCP servers (docs.cloud.google.com/mcp/supported-products), and none of Google's GitHub orgs has a Search Console MCP repo. The strongest dedicated community server is AminForou/mcp-gsc (~1.8k stars, active), which wraps the official Search Console API. | 2026-09-29 |
| Langfuse | Official | Langfuse documents a native MCP server built into the platform at /api/public/mcp (Cloud EU, US, JP and HIPAA regions, plus self-hosted), and the langfuse org also publishes the langfuse/mcp-server-langfuse prompt-management server. | 2026-09-29 |
| Laravel | Official | Laravel Boost, Laravel's first-party dev package, includes an MCP server (php artisan boost:mcp) with tools for app info, database schema and queries, logs and docs search, documented at laravel.com/docs/13.x/boost. Source at laravel/boost (~3.6k stars) in Laravel's verified GitHub org. | 2026-09-29 |
| Microsoft SQL Server | Official | Microsoft Learn documents SQL MCP Server (learn.microsoft.com/en-us/sql/mcp), its open-source MCP server for SQL Server and Azure SQL. It ships inside Data API builder 1.7+ (Azure/data-api-builder, ~1.5k stars) and runs self-hosted over streamable HTTP or stdio. | 2026-09-29 |
| Neon | Official | Official hosted remote MCP server at mcp.neon.tech/mcp, documented at neon.com/docs/ai/neon-mcp-server, with MCP Registry entry com.neon/mcp and source at neondatabase/mcp-server-neon (~650 stars). The old local npm package @neondatabase/mcp-server-neon is deprecated in favor of the hosted server. | 2026-09-29 |
| Next.js | Official | nextjs.org/docs/app/guides/mcp documents a built-in MCP endpoint at /_next/mcp in the Next.js 16+ dev server, reached through Vercel's vercel/next-devtools-mcp (npm next-devtools-mcp, published by Vercel's release bot). | 2026-09-29 |
| Open WebUI | Community only | Open WebUI's docs describe its native MCP support (v0.6.31+) only as a client, and neither the open-webui GitHub org nor the MCP Registry has a server that exposes Open WebUI. The community options are small: troylar/open-webui-mcp-server (~11 stars) covers the widest range of admin APIs (users, groups, models, knowledge bases, chats). | 2026-09-29 |
| Pipedrive | Official | Pipedrive's knowledge base documents its hosted OAuth MCP server at mcp.pipedrive.ai/mcp, and pipedrive.com/en/features/mcp-server calls it 'built and maintained by Pipedrive'. Hosted-only; the Pipedrive GitHub org has no MCP repo. | 2026-09-29 |
| Plaid | Official | plaid.com/docs/resources/mcp documents the Plaid-hosted Dashboard MCP server at api.dashboard.plaid.com/mcp/ (under active development; teams approved for Production only). It also documents a local Sandbox MCP server in the plaid/ai-coding-toolkit repo. | 2026-09-29 |
| Proxmox | Community only | No MCP server in Proxmox's docs or on proxmox.com, no Proxmox-namespace entry in the MCP Registry, and the Proxmox forum has only community projects. Top dedicated server: RekklesNA/ProxmoxMCP-Plus (~560 stars, active), an extended fork of canvrno/ProxmoxMCP (~290 stars, stale since 2025). | 2026-09-29 |
| Render | Official | Official hosted MCP server at mcp.render.com/mcp documented at render.com/docs/mcp-server, plus the open-source render-oss/render-mcp-server repo in Render's verified GitHub org. | 2026-09-29 |
| Resend | Official | Official hosted remote MCP server at mcp.resend.com documented at resend.com/docs/mcp-server, plus the open-source resend/resend-mcp repo and the resend-mcp npm package published by the Resend team. | 2026-09-29 |
| SonarQube | Official | SonarSource maintains SonarSource/sonarqube-mcp-server (~650 stars) and documents a SonarQube Cloud-hosted endpoint at api.sonarcloud.io/mcp (US region: api.sonarqube.us/mcp) on docs.sonarsource.com. SonarQube Server 2026.3+ can also host it at <server>/mcp. | 2026-09-29 |
| TickTick | Official | TickTick's help center documents its official remote MCP server at mcp.ticktick.com (Streamable HTTP, with OAuth or a bearer API token). TickTick has no public repo for it, and the only TickTick entry in the Registry is a community server. | 2026-09-29 |
| Wiz | Official | Wiz announced its own MCP server on wiz.io (preview in April 2025 at wiz.io/blog/introducing-mcp-server-for-wiz; general availability on July 2, 2026 at wiz.io/blog/introducing-wiz-mcp). It connects AI clients to the Wiz Security Graph. The setup docs at docs.wiz.io need a customer login, so no public endpoint is cited. | 2026-09-29 |
| Workato | Official | Workato hosts a Developer API and Embedded API MCP server at app.workato.com/mcp (bearer API token), documented at docs.workato.com. Its Enterprise MCP feature (AI Hub) also lets customers publish their own Workato-hosted MCP servers in the US, EU and APAC regions. | 2026-09-29 |
| Xero | Official | Xero's developer site (developer.xero.com/ai) points to its open-source XeroAPI/xero-mcp-server, which is published on npm as @xeroapi/xero-mcp-server by xero.com maintainers. Xero Central separately documents a read-only Xero connector in Claude. | 2026-09-29 |
| YNAB | Community only | YNAB offers only its REST API and SDKs: the ynab GitHub org has no MCP repo, the Registry has no ynab.com namespace, and api.ynab.com lists MCP servers only among third-party community apps. calebl/ynab-mcp-server is the most-starred server built only for YNAB (~146 stars, updated this month). | 2026-09-29 |
| Zillow | Community only | Zillow's site, newsroom and GitHub org (zillow) have no documented MCP server for Zillow data, and no zillow.com namespace is in the MCP Registry. The most-starred Zillow-only server is sap156/zillow-mcp-server (~50 stars, uses the Zillow Bridge API; last updated May 2025). The newer ones are thin wrappers around scraping services. | 2026-09-29 |
| Twilio | Official | Official hosted MCP server at mcp.twilio.com (Public Beta, 1,800+ API endpoints) plus the self-hostable twilio-labs/mcp repo (npm @twilio-alpha/mcp). Seed said COMMUNITY-ONLY. | 2026-08-10 |
| Excel | Community only | Microsoft has MCP connectors across M365 Copilot but no dedicated Excel MCP server on learn.microsoft.com. Top community: haris-musa/excel-mcp-server (~4.1k stars). COMMUNITY-ONLY confirmed. | 2026-08-10 |
| Apollo.io | Official | Apollo.io documents its hosted MCP server at mcp.apollo.io/mcp (OAuth or X-Api-Key) on docs.apollo.io. The verified apolloio GitHub org publishes apollo-mcp-plugin and the npm package @apolloio/mcp (maintainer uses an @apollo.io address), registered in the MCP Registry as io.github.apolloio/apollo-mcp. | 2026-09-29 |
| Braintrust | Official | Braintrust documents its hosted OAuth MCP server at api.braintrust.dev/mcp (EU: api-eu.braintrust.dev/mcp) on braintrust.dev. It is registered in the MCP Registry under its braintrustdata GitHub org; the older @braintrust/mcp-server npm package is deprecated. | 2026-09-29 |
| DuckDB | Community only | I found no MCP server in the duckdb GitHub org, the DuckDB docs or the MCP Registry under a DuckDB namespace. duckdb.org only lists the third-party duckdb_mcp community extension. The strongest dedicated server is motherduckdb/mcp-server-motherduck (~525 stars, actively maintained), which queries local DuckDB files as well as MotherDuck. | 2026-09-29 |
| Fullstory | Official | Fullstory documents a hosted OAuth MCP server at api.fullstory.com/mcp/fullstory on developer.fullstory.com, and its help center says Fullstory MCP is available to all paying customers once an admin enables it. | 2026-09-29 |
| Garmin | Community only | Garmin's developer site, GitHub and the MCP Registry show no Garmin MCP server, and Garmin forum threads asking for one have no staff reply. Top dedicated server: Taxuspt/garmin_mcp (~1.3k stars, active), which connects to Garmin Connect through the unofficial python-garminconnect library. | 2026-09-29 |
| Graphiti | Official | Zep, which maintains Graphiti, ships the Graphiti MCP Server in the mcp_server directory of getzep/graphiti (~31k stars). It is documented at help.getzep.com/graphiti/getting-started/mcp-server. | 2026-09-29 |
| Hex | Official | Hex hosts an official remote MCP server at app.hex.tech/mcp (OAuth; Team and Enterprise plans), documented at learn.hex.tech/docs/api-integrations/mcp-server. It supports searching projects, Threads conversations and project editing. | 2026-09-29 |
| Honeycomb | Official | Official hosted remote MCP server at mcp.honeycomb.io (EU: mcp.eu1.honeycomb.io), documented at docs.honeycomb.io and listed in the MCP Registry as io.honeycomb/mcp. | 2026-09-29 |
| Mem0 | Official | Official hosted MCP server at mcp.mem0.ai/mcp, documented at docs.mem0.ai/platform/mem0-mcp and listed in the Registry as io.github.mem0ai/mem0 under Mem0's own mem0ai GitHub org. | 2026-09-29 |
| New Relic | Official | Official hosted MCP server at mcp.newrelic.com/mcp/, with EU and JP regional endpoints, documented at docs.newrelic.com/docs/agentic-ai/mcp and announced in New Relic's Nov 2025 What's New post. Registered in the MCP Registry as com.newrelic/mcp-server. | 2026-09-29 |
| OpenSearch | Official | docs.opensearch.org documents the OpenSearch MCP Server, built from opensearch-project/opensearch-mcp-server-py in the verified opensearch-project org and installed from PyPI as opensearch-mcp-server-py. Since 3.3, the ML Commons plugin also exposes a built-in Streamable HTTP MCP endpoint at /_plugins/_ml/mcp. | 2026-09-29 |
| Prometheus | Official | prometheus/prometheus-mcp (~110 stars, active) sits in the official Prometheus GitHub org. It is synced by prombot, uses promu/promci tooling, and its MAINTAINERS file includes Prometheus maintainer Bartłomiej Płotka alongside creator TJ Hoplock. It is a Go MCP server for PromQL queries, metric exploration and the Prometheus API. | 2026-09-29 |
| RevenueCat | Official | RevenueCat's docs describe its cloud-hosted MCP server at mcp.revenuecat.ai/mcp, with OAuth or API v2 key authentication, and it announced the server on the RevenueCat blog. Hosted-only. | 2026-09-29 |
| Rippling | Official | developer.rippling.com documents the first-party Rippling MCP. It runs as the connected employee, is managed through Rippling's MCP Gateway and needs a Rippling AI subscription. Employees copy the remote server URL from My IT › MCP connectors in Rippling. | 2026-09-29 |
| Svelte | Official | Official Svelte MCP server (docs lookup and a static-analysis autofixer) with a hosted endpoint at mcp.svelte.dev/mcp documented on svelte.dev. It is open source in sveltejs/ai-tools (~330 stars), published on npm as @sveltejs/mcp by the Svelte maintainers, and listed in the MCP Registry as dev.svelte/mcp. | 2026-09-29 |
| TikTok | Official | TikTok Ads MCP server announced at TikTok World May 2026, documented on business-api.tiktok.com. Seed said COMMUNITY-ONLY. | 2026-08-10 |
| Workday | Official | Workday's June 2, 2026 newsroom release says Agent-Ready Tools give agents access to HR and finance data over MCP (early access via Workday Extend Professional, GA projected for H2 2026), and doc.workday.com documents an Adaptive Planning MCP Server (preview from Aug 15, 2026, production Oct 16, 2026). | 2026-09-29 |
| Xiaohongshu (RedNote) | Community only | No MCP server published by Xiaohongshu turned up in English and Chinese web searches, on GitHub or in the MCP Registry. Every server found is a third-party tool that automates the website through a browser. The strongest is xpzouying/xiaohongshu-mcp (~16k stars, active), which searches, reads and publishes notes. | 2026-09-29 |
| Community only | No dedicated official Instagram MCP. Instagram-native community ecosystem is weak: trypeggy/instagram_dm_mcp (~176 stars, stale). COMMUNITY-ONLY confirmed. | 2026-08-10 | |
| Community only | reddit/devvit-mcp verified in Reddit's org but scoped to Devvit app development. No official Reddit-content MCP exists. Strongest community: karanb192/reddit-mcp-buddy (~786 stars). Seed OFFICIAL verdict was wrong. | 2026-08-10 | |
| Spotify | Community only | No official MCP on developer.spotify.com — community only, built on the Web API. COMMUNITY-ONLY confirmed. | 2026-08-10 |
| PayPal | Official | Official hosted MCP at mcp.paypal.com (sandbox at mcp.sandbox.paypal.com) documented on developer.paypal.com, plus @paypal/mcp npm package and paypal/paypal-mcp-server repo. Seed said COMMUNITY-ONLY. | 2026-08-10 |
| Amazon | Official | Amazon Ads builds and hosts the Amazon Ads MCP Server at advertising-ai.amazon.com/mcp, documented at advertising.amazon.com (open beta since Feb 2, 2026; needs Ads API credentials). Amazon's amzn/selling-partner-agentic-toolkit also registers a Seller Central connector at sellingpartner-ai.amazon.com/mcp (beta). | 2026-09-29 |
| eBay | Official | eBay maintains eBay/npm-public-api-mcp in its own GitHub org and publishes it as @ebay/npm-public-api-mcp. The npm scope's maintainers include ebay-opensource (opensource@ebay.com), and the package is published from that repo with GitHub trusted publishing. | 2026-09-29 |
| Elasticsearch | Official | elastic.co docs describe the Elastic Agent Builder MCP server at {KIBANA_URL}/api/agent_builder/mcp, GA on Elastic Cloud Serverless and in the Elastic Stack since 9.3 (preview in 9.2). | 2026-09-29 |
| Mailchimp | Official | Mailchimp's developer docs document its Transactional Messaging MCP server at mandrillapp.com/mcp (API-key auth; send email and SMS, build templates, diagnose failed sends). mailchimp.com/whats-new lists a first-party Claude Connector (5/18/2026) for Marketing accounts. | 2026-09-29 |
| MATLAB | Official | MathWorks' product page (mathworks.com/products/matlab-mcp-server.html) presents the MATLAB MCP Server and links to the matlab/matlab-mcp-server repo (~1.6k stars), which the Registry lists as io.github.matlab/matlab-mcp-server. It runs locally; MathWorks documents no hosted endpoint. | 2026-09-29 |
| PubMed | Community only | NLM/NCBI publish no MCP server: nothing on ncbi.nlm.nih.gov or in the ncbi GitHub org, and no NIH namespace in the MCP Registry. Top dedicated server: cyanheads/pubmed-mcp-server (~150 stars, released this week, in the MCP Registry), chosen over andybrandt/mcp-simple-pubmed (~170 stars, last commit March 2026). | 2026-09-29 |
| Calendly | Official | Calendly's developer docs state the MCP server is 'fully hosted by Calendly' at mcp.calendly.com (OAuth with dynamic client registration), and the Calendly blog covers it too. Hosted-only. | 2026-09-29 |
| Substack | Official | Substack's support center documents its own MCP server at mcp.substack.com/api/v1/mcp. It gives read-only access to subscriber counts, post performance, revenue and traffic, for admins of Bestseller publications. | 2026-09-29 |
| Tailscale | Official | tailscale.com/docs/develop-with-ai documents a remote docs-search MCP server at tailscale.mcp.kapa.ai. Tailscale's Aperture AI gateway also ships built-in Tailnet and Tailscale SSH MCP connectors (tailscale.com/docs/aperture/connectors/built-in-connectors). | 2026-09-29 |
| Coinbase | Official | Coinbase Developer Platform docs describe `cdp mcp` in the official @coinbase/cdp-cli (npm, published by @coinbase.com maintainers), which exposes every CDP API operation as an MCP tool, and a hosted docs MCP at docs.cdp.coinbase.com/mcp; the coinbase org also publishes coinbase/payments-mcp (@coinbase/payments-mcp). | 2026-09-29 |
| Etsy | Official | Etsy's developer docs document the Etsy Dev MCP server at mcp.api.etsycloud.com/mcp. It needs no API key and serves Open API v3 endpoint and schema details; etsycloud.com is registered to Etsy, Inc. | 2026-09-29 |
| Brevo | Official | Official hosted Brevo MCP server at mcp.brevo.com/v1/brevo/mcp, documented at developers.brevo.com. It authenticates with a Brevo MCP token as a bearer header and covers 27 modules (contacts, campaigns, CRM, SMS, WhatsApp), each also available as its own endpoint. | 2026-09-29 |
| Auth0 | Official | Auth0 documents its MCP server for managing Auth0 tenants at auth0.com/docs/get-started/auth0-mcp-server. The code is in the verified auth0 org as auth0/auth0-mcp-server, published on npm as @auth0/auth0-mcp-server by auth0.com and okta.com maintainers, and registered under the vendor namespace com.auth0/mcp. | 2026-09-29 |
| Apache Kafka | Community only | The Apache Kafka project ships no MCP server: KIP-1318 is 'Under Discussion' and its KAFKA-20436 ticket is unresolved, and no MCP Registry entry uses an apache.org namespace. Confluent's confluentinc/mcp-confluent (~170 stars, active) is the strongest dedicated server and supports standalone Apache Kafka clusters as well as Confluent Cloud and Confluent Platform. | 2026-09-29 |
| Plex | Community only | Plex ships no MCP server: there is nothing on plex.tv or developer.plex.tv, in the verified plexinc GitHub org, or in the MCP Registry. The strongest dedicated community server is vladimir-tutin/plex-mcp-server (~150 stars), which manages libraries, playlists, clients and users on Plex Media Server. | 2026-09-29 |
| Wolfram|Alpha | Official | Official Wolfram Cloud MCP server at agenttools.wolfram.com/mcp, documented on wolfram.com and free for limited personal use. It exposes a WolframAlpha tool alongside Wolfram Language evaluation. Wolfram Research also open-sources a local server in WolframResearch/AgentTools. | 2026-09-29 |
| CoinGate Gift Cards | Official | CoinGate's official page at coingate.com/gift-cards/mcp publishes a hosted remote MCP endpoint (Algolia-hosted, no install or auth required) for searching its gift-card catalog. | 2026-08-11 |
| One | Official | picahq org renamed to withoneai; repo followed rename. | 2026-08-10 |
| Pulumi | Official | GitHub repo pulumi/mcp-server no longer public, but @pulumi/mcp-server ships on npm under the official Pulumi scope. | 2026-08-10 |
| Trade It | Official | Repo renamed from trade-agent/trade-agent-mcp. | 2026-08-10 |
211 corrections, each with its source and the date it was re-verified.
Why freshness is the method
Staleness cuts both ways, and both directions were visible in a single week of building this: the most-starred Blender MCP server — roughly 14,000 stars — was deleted from GitHub outright. A popular Figma community server was removed by a DMCA takedown. Meanwhile the canonical 3,359-entry community list was still missing the official servers of WordPress, Google Analytics, ElevenLabs, Stripe and Zapier.
A directory that indexes once and caches forever will confidently point you at all of these. Re-verification is the only fix, so it runs on a schedule rather than when someone remembers.
Corrections
Found a wrong verdict? That's the most useful thing you can send us. Corrections with evidence ship the same day, and the page records the date it was re-verified.