Live · updated 5 hr ago 40,517 Servers Scored

The MCP Server Directory

Every Model Context Protocol server, scored on reliability, documentation, maintenance, and adoption. Independent, opinionated, refreshed daily from the official registry.

Servers 40,517
Categories 18
Official Servers 0
Remote-Hosted 25,755

What this is

The MCP Server Directory is a live, independently maintained index of Model Context Protocol servers published to the official registry. Each server is scored 0–10 on four dimensions: reliability, documentation quality, maintenance velocity, and adoption. The directory is free, updated daily, and built by MegaOne AI.

Registry

7.9/10
ai.com.mcp/registry

Publish and discover MCP servers via the official MCP Registry. Powered by HAPI MCP server.

6.5Reliab.
8.0Docs
8.5Maint.
9.0Adopt.
Other Go streamable-http Remote ★ 7.3k yesterday

Business Contact Finder

7.7/10
agency.ottobot/business-contact-finder

Check how to contact a business website, and whether that contact path actually works.

6.5Reliab.
7.0Docs
8.5Maint.
9.0Adopt.
Other Go streamable-http Remote ★ 7.3k yesterday

Contractor License Changes

7.7/10
agency.ottobot/contractor-license-changes

Did this contractor's licence change? Observed lapses and reinstatements, not a snapshot.

6.5Reliab.
7.0Docs
8.5Maint.
9.0Adopt.
Other Go streamable-http Remote ★ 7.3k yesterday

Contact Affordance

7.7/10
org.ottobot/contact-affordance

Check how to contact a business website, and whether that contact path actually works.

6.5Reliab.
7.0Docs
8.5Maint.
9.0Adopt.
Other Go streamable-http Remote ★ 7.3k yesterday

Domain Liveness

7.7/10
org.ottobot/domain-liveness

Is this business's website still there? Checks apex and www, and DNS separately from HTTP.

6.5Reliab.
7.0Docs
8.5Maint.
9.0Adopt.
Other Go streamable-http Remote ★ 7.3k yesterday

Licensed House Painters

7.7/10
agency.ottobot/licensed-house-painters

Find licensed house painters in 11 US states, with dated license status from state boards.

6.5Reliab.
7.0Docs
8.5Maint.
9.0Adopt.
Other Go streamable-http Remote ★ 7.3k yesterday

Anki MCP Server Addon

7.3/10
ai.ankimcp/anki-mcp-server-addon

An Anki addon that implements an MCP server, enabling AI assistants to interact with Anki, the spaced repetition flashcard application.

6.5Reliab.
8.0Docs
8.5Maint.
6.4Adopt.
Other Python stdio ★ 81 3 days ago

Affiliate Networks MCP

7.0/10
ai.agenticaffiliate/affiliate-networks-mcp

Affiliate network reporting in your AI client. Bring your own keys. Most adapters experimental.

8.0Reliab.
8.0Docs
7.5Maint.
4.5Adopt.
Other TypeScript streamable-http Remote ★ 7 1 mo ago

Aidoo

6.8/10
ai.aidoo/aidoo

Query and update your Odoo ERP in plain language, under your own Odoo access rules.

8.0Reliab.
8.0Docs
8.5Maint.
2.8Adopt.
Other Python streamable-http Remote ★ 1 14 days ago

Bev Door

6.6/10
ai.agent-bev/bev-door

One address for every catalogue on the world's largest agentic B2B hub for beer, wine and spirits. Powered by CUVEE. Trade only.

8.0Reliab.
8.0Docs
8.5Maint.
2.0Adopt.
Other JavaScript streamable-http Remote 7 days ago

MCP Server

6.5/10
ai.aimentiontracker/mcp

MCP server for AIMentionTracker — let Claude, Cursor and other MCP clients read how often ChatGPT, Claude, Gemini, Perplexity and Google AI Overviews name and cite your brand

6.5Reliab.
9.5Docs
8.5Maint.
2.0Adopt.
Other TypeScript streamable-http Remote 7 days ago

Contextburn

6.4/10
ai.arsentev/contextburn

How much of what your coding agent spends is actually work: the share of paid tokens that became output, not context re-reading. Local, no network calls.

8.0Reliab.
8.0Docs
8.5Maint.
1.0Adopt.
Other Python stdio yesterday

Audiopod

6.4/10
ai.audiopod/audiopod

Hosted MCP server for AudioPod's audio AI — TTS, voice cloning, music, stems, speaker separation, transcription. Streamable-HTTP at mcp.audiopod.ai.

8.0Reliab.
8.0Docs
7.5Maint.
2.0Adopt.
Other streamable-http Remote 16 days ago

Armor MCP

6.2/10
ai.anomalyarmor/armor-mcp

Data observability tools for engineering teams: alerts, freshness, schema drift, lineage, quality.

8.0Reliab.
8.0Docs
6.0Maint.
2.8Adopt.
Other Python streamable-http Remote ★ 1 4 mo ago

Dubai Real Estate

6.2/10
ae.datadubai/dubai-real-estate

Dubai real estate: DLD sales, Ejari rents and project registry, cleaned and aggregated. Live data: https://datadubai.ae

6.5Reliab.
8.0Docs
8.5Maint.
2.0Adopt.
Other streamable-http Remote 2 days ago

Adrails

6.2/10
ai.adrails/adrails

Remote MCP server for Adrails: AI agents for Meta Ads and Google Ads that read your accounts and prepare every change for one click in Adrails.

6.5Reliab.
8.0Docs
8.5Maint.
2.0Adopt.
Other streamable-http Remote 3 days ago

Adtest MCP

6.1/10
ai.adtest/adtest-mcp

MCP server for AdTest.AI: score image, video or text ads with a 13-dimension AI analysis inside Claude and other MCP clients

8.0Reliab.
8.0Docs
7.5Maint.
1.0Adopt.
Other JavaScript stdio 19 days ago

Computeback

6.1/10
ai.autonomad/computeback

MCP server for Computeback — the Agent Rewards Marketplace + CB Hire B2B labor (paid in $NOMD on Base L2). Public source mirror of the npm package @autonomad1/computeback-mcp.

8.0Reliab.
9.5Docs
6.0Maint.
1.0Adopt.
Other TypeScript stdio 4 mo ago

MCP Server

6.0/10
ai.agenttrust/mcp-server

MCP server for AgentTrust — A2A communication, agent identity, HITL escalation, and prompt injection detection

8.0Reliab.
8.0Docs
6.0Maint.
1.8Adopt.
Other JavaScript stdio ★ 1 6 mo ago

Arpi MCP

5.6/10
ai.arpi/arpi-mcp

AI-powered ECG analysis: submit ECG images and receive diagnosis reports from ARPI's ECG AI.

6.5Reliab.
8.0Docs
6.0Maint.
2.0Adopt.
Other streamable-http Remote 3 mo ago

MCP Server

5.6/10
ai.atlaso/mcp

Atlaso's hosted MCP server — one shared, persistent memory across every AI tool you connect. Endpoint: https://mcp.atlaso.ai/mcp

6.5Reliab.
8.0Docs
6.0Maint.
2.0Adopt.
Other streamable-http Remote 2 mo ago

Agent Trust Receipt

5.5/10
ai.ai-akari/agent-trust-receipt

Read-only Remote MCP for externally grounded AI agent trust receipts.

6.5Reliab.
6.0Docs
7.5Maint.
2.0Adopt.
Other JavaScript streamable-http Remote 16 days ago

Agentdm

4.9/10
ai.agentdm/agentdm

Agent communication platform for agent to agent messaging via MCP. Messages, channels, skills.

6.5Reliab.
8.0Docs
3.5Maint.
2.0Adopt.
Other streamable-http Remote

Compliance

4.9/10
ai.clarid/compliance

Check bank marketing for FDIC, NCUA, TILA, Reg DD, Reg Z, UDAAP, and Equal Housing compliance.

6.5Reliab.
8.0Docs
3.5Maint.
2.0Adopt.
Other streamable-http Remote

Hapi MCP

4.9/10
ai.com.mcp/hapi-mcp

HAPI MCP server: Dynamically exposes OpenAPI REST APIs as MCP tools for AI assistants

6.5Reliab.
8.0Docs
3.5Maint.
2.0Adopt.
Other streamable-http Remote

Lenny Rachitsky Podcast

4.9/10
ai.com.mcp/lenny-rachitsky-podcast

MCP server for structured access to Lenny Rachitsky podcast transcripts. For content creators.

6.5Reliab.
8.0Docs
3.5Maint.
2.0Adopt.
Other streamable-http Remote

Linkedin

4.9/10
ai.com.mcp/linkedin

LinkedIn API as MCP tools to retrieve profile data and publish content. Powered by HAPI MCP.

6.5Reliab.
8.0Docs
3.5Maint.
2.0Adopt.
Other streamable-http Remote

Petstore

4.9/10
ai.com.mcp/petstore

Swagger Petstore API (v1.0.27) as MCP for testing and prototyping powered by the HAPI MCP server

6.5Reliab.
8.0Docs
3.5Maint.
2.0Adopt.
Other streamable-http Remote

Strava

4.9/10
ai.com.mcp/strava

Strava MCP tools for AI: athletes, activities, segments, clubs, routes. Powered by HAPI MCP server.

6.5Reliab.
8.0Docs
3.5Maint.
2.0Adopt.
Other streamable-http Remote

MCP Server

4.9/10
ai.marketcore/mcp

Tools for creating on-brand marketing content using Marcora's intelligent context infrastructure.

6.5Reliab.
8.0Docs
3.5Maint.
2.0Adopt.
Other streamable-http Remote

Squad

4.9/10
ai.meetsquad/squad

Decision intelligence for product teams. Turn scattered feedback into signal you can act on.

6.5Reliab.
8.0Docs
3.5Maint.
2.0Adopt.
Other streamable-http Remote

MCP Server

4.9/10
ai.obris/mcp

Stop re-explaining yourself to AI. Save knowledge once, use it in every conversation.

6.5Reliab.
8.0Docs
3.5Maint.
2.0Adopt.
Other streamable-http Remote

Preclick MCP

4.9/10
ai.preclick/preclick-mcp

PreClick scans links for threats and confirms intent match with high accuracy before agents click.

6.5Reliab.
8.0Docs
3.5Maint.
2.0Adopt.
Other streamable-http Remote

Control Plane

4.9/10
ai.thinkneo/control-plane

Enterprise AI Control Plane: governance, guardrails, spend tracking, compliance & smart routing.

6.5Reliab.
8.0Docs
3.5Maint.
2.0Adopt.
Other streamable-http Remote

App Store

4.9/10
ai.trendsmcp/app-store

App Store and Play downloads and charts over time, Android uses bundle ID. Free key at trendsmcp.ai

6.5Reliab.
8.0Docs
3.5Maint.
2.0Adopt.
Other streamable-http Remote

News Sentiment

4.9/10
ai.trendsmcp/news-sentiment

News sentiment scores over time, with growth for any topic. Free key at trendsmcp.ai

6.5Reliab.
8.0Docs
3.5Maint.
2.0Adopt.
Other streamable-http Remote

News Volume

4.9/10
ai.trendsmcp/news-volume

News article volume over time, with growth for any topic. Free key at trendsmcp.ai

6.5Reliab.
8.0Docs
3.5Maint.
2.0Adopt.
Other streamable-http Remote

Reddit

4.9/10
ai.trendsmcp/reddit

Reddit trend data over time, with growth for any topic or brand. Free key at trendsmcp.ai

6.5Reliab.
8.0Docs
3.5Maint.
2.0Adopt.
Other streamable-http Remote

Spotify

4.9/10
ai.trendsmcp/spotify

Spotify podcast and artist trends over time, with growth metrics. Free key at trendsmcp.ai

6.5Reliab.
8.0Docs
3.5Maint.
2.0Adopt.
Other streamable-http Remote

Steam

4.9/10
ai.trendsmcp/steam

Steam concurrent players by game over time, monthly trends and growth. Free key at trendsmcp.ai

6.5Reliab.
8.0Docs
3.5Maint.
2.0Adopt.
Other Rust streamable-http Remote

Tiktok

4.9/10
ai.trendsmcp/tiktok

TikTok hashtag volume over time, with growth for any hashtag. Free key at trendsmcp.ai

6.5Reliab.
8.0Docs
3.5Maint.
2.0Adopt.
Other streamable-http Remote

Trends

4.9/10
ai.trendsmcp/trends

Trend data from Google Trends, YouTube, TikTok, Reddit, Amazon, Wikipedia, npm, Steam and more

6.5Reliab.
8.0Docs
3.5Maint.
2.0Adopt.
Other streamable-http Remote

Wikipedia

4.9/10
ai.trendsmcp/wikipedia

Wikipedia page views over time, with growth for any article topic. Free key at trendsmcp.ai

6.5Reliab.
8.0Docs
3.5Maint.
2.0Adopt.
Other streamable-http Remote

X Twitter

4.9/10
ai.trendsmcp/x-twitter

Twitter (X) trends over time, with growth for any keyword. Free key at trendsmcp.ai

6.5Reliab.
8.0Docs
3.5Maint.
2.0Adopt.
Other streamable-http Remote

Urlcheck MCP

4.9/10
ai.urlcheck/urlcheck-mcp

PreClick scans links for threats and confirms intent match with high accuracy before agents click.

6.5Reliab.
8.0Docs
3.5Maint.
2.0Adopt.
Other streamable-http Remote

Windsor MCP

4.9/10
ai.windsor/windsor-mcp

Query and analyze marketing, sales, and business data from 325+ platforms via Windsor.ai.

6.5Reliab.
8.0Docs
3.5Maint.
2.0Adopt.
Other sse Remote

Social Insights

4.9/10
ai.xpoz/social-insights

Twitter/X, Instagram, Reddit & TikTok data for AI agents. Billions of posts. No API keys.

6.5Reliab.
8.0Docs
3.5Maint.
2.0Adopt.
Other streamable-http Remote

MCP Server

4.9/10
app.flaim/mcp

Fantasy analysis for your ESPN, Yahoo, and Sleeper leagues. Reads your leagues, never changes them.

6.5Reliab.
8.0Docs
3.5Maint.
2.0Adopt.
Other streamable-http Remote

Free · No spam

New servers, score changes, breakages

Every Monday: what shipped, what broke, what's worth trying. Five minutes. No filler.

Four dimensions, weighted

  • Reliability (30%) — repository present, permissive license, not archived, official status.
  • Documentation (20%) — description length, website presence, README quality.
  • Maintenance (25%) — how recently the code was pushed; versioning discipline.
  • Adoption (25%) — GitHub stars (log-scaled), remote availability, official endorsement.

What is MCP?

MCP stands for Model Context Protocol. It is an open standard introduced by Anthropic in late 2024 that lets AI assistants like Claude connect to external tools, data sources, and services through a common interface. An MCP server is a small program that exposes one capability (file access, a database, an API) to any MCP-compatible AI client.

Where does the data come from?

Every server in this directory is pulled from the official Model Context Protocol Registry at registry.modelcontextprotocol.io. We also enrich each entry with GitHub metadata (stars, last commit, license, primary language) where a repository is linked. The full re-scan runs daily.

How are servers scored?

Each server gets a 0–10 overall score, weighted from four sub-scores: reliability (30%), documentation (20%), maintenance (25%), and adoption (25%). The full methodology is visible on this page under "How scoring works".

Is this affiliated with Anthropic?

No. MegaOne AI is independent. Anthropic created the MCP standard and maintains the reference implementations, but this directory is built separately and rates all servers including Anthropic's own.

How often does the directory update?

The pipeline re-fetches the full registry and re-scores every active server once per day. Individual entries are refreshed whenever a new version is published to the official registry.

Is it free?

Yes. Browsing, filtering, and searching the directory is free. The weekly email briefing is free. There is no account required.