Live · updated 20 hr ago 15,769 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 15,769
Categories 18
Official Servers 0
Remote-Hosted 7,571

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.

Browse & filter
Top score Most stars Newest
Category All15,769 Git / Code10000 Other2131 Search1765 Filesystem598 Database413 Finance196 AI / ML132 Email113 Cloud86 Calendar70 Analytics55 Browser53 Design45 Docs34 DevOps32 Communication16 Web Scraping15 Productivity15
625–672 of 1,765 servers · Search

Dataverse Harvard

4.5/10
io.github.pipeworx-io/dataverse-harvard

Harvard Dataverse — research dataset repository (~150k datasets)

6.5Reliab.
6.0Docs
3.5Maint.
2.0Adopt.
Search streamable-http Remote
Repo → Website → Remote →

Gov Uk Content

4.5/10
io.github.pipeworx-io/gov-uk-content

GOV.UK Content + Search APIs (every gov.uk page + full search)

6.5Reliab.
6.0Docs
3.5Maint.
2.0Adopt.
Search streamable-http Remote
Repo → Website → Remote →

Clinicaltables

4.5/10
io.github.pipeworx-io/clinicaltables

NIH Clinical Tables: ICD-10/9, RxTerms, LOINC, NPI, conditions search. Keyless.

6.5Reliab.
6.0Docs
3.5Maint.
2.0Adopt.
Search streamable-http Remote
Repo → Website → Remote →

Figshare

4.5/10
io.github.pipeworx-io/figshare

Figshare research outputs (datasets, papers, posters)

6.5Reliab.
6.0Docs
3.5Maint.
2.0Adopt.
Search streamable-http Remote
Repo → Website → Remote →

Lens Org

4.5/10
io.github.pipeworx-io/lens-org

Lens.org patent + scholarly search (free academic key required)

6.5Reliab.
6.0Docs
3.5Maint.
2.0Adopt.
Search streamable-http Remote
Repo → Website → Remote →

Newsapi

4.5/10
io.github.pipeworx-io/newsapi

NewsAPI.org: top headlines, archive search, sources. Free 100/day key.

6.5Reliab.
6.0Docs
3.5Maint.
2.0Adopt.
Search streamable-http Remote
Repo → Website → Remote →

The Guardian

4.5/10
io.github.pipeworx-io/the-guardian

Guardian Open Platform: content search, articles, sections, tags. Free dev key.

6.5Reliab.
6.0Docs
3.5Maint.
2.0Adopt.
Search streamable-http Remote
Repo → Website → Remote →

Urlscan Io

4.5/10
io.github.pipeworx-io/urlscan-io

urlscan.io URL scanner — search/result keyless, submit needs key

6.5Reliab.
6.0Docs
3.5Maint.
2.0Adopt.
Search streamable-http Remote
Repo → Website → Remote →

Zenodo

4.5/10
io.github.pipeworx-io/zenodo

Zenodo (CERN) open research data repository

6.5Reliab.
6.0Docs
3.5Maint.
2.0Adopt.
Search streamable-http Remote
Repo → Website → Remote →

Agent Tools MCP

4.5/10
io.github.JoursBleu/agent-tools-mcp

Discover and call x402 paid services — search by intent, filter by price/chain.

6.5Reliab.
6.0Docs
3.5Maint.
2.0Adopt.
Search streamable-http Remote
Repo → Website → Remote →

Vibeseo

4.5/10
dev.vibeseo/vibeseo

SEO research, audits, backlinks, GSC, and content workflow tools for AI agents.

6.5Reliab.
6.0Docs
3.5Maint.
2.0Adopt.
Search streamable-http Remote
Repo → Website → Remote →

Atex Ai Gateway

4.5/10
io.github.lm203688/atex-ai-gateway

One API key for 6 AI models. Pay-per-use. MCP protocol support with web search.

6.5Reliab.
6.0Docs
3.5Maint.
2.0Adopt.
Search streamable-http Remote
Repo → Website → Remote →

Google Search Console

4.5/10
io.github.pipeworx-io/google_search_console

Google Search Console MCP Pack

6.5Reliab.
6.0Docs
3.5Maint.
2.0Adopt.
Search streamable-http Remote
Repo → Website → Remote →

Asub Ax

4.5/10
io.github.pipeworx-io/asub-ax

Statistics and Research Åland (ÅSUB) PxWeb MCP.

6.5Reliab.
6.0Docs
3.5Maint.
2.0Adopt.
Search streamable-http Remote
Repo → Website → Remote →

MCP Server

4.5/10
com.unstoppabledomains/mcp-server

Domain search, registration, DNS, marketplace, and checkout with your AI agent.

6.5Reliab.
6.0Docs
3.5Maint.
2.0Adopt.
Search streamable-http Remote
Repo → Website → Remote →

Tradeos MCP

4.5/10
io.github.TradeOS-AI/tradeos-mcp

TradeOS MCP: ticker search, My Agent, chart TA, macro news. npm stdio or HTTP.

6.5Reliab.
6.0Docs
3.5Maint.
2.0Adopt.
Search streamable-http Remote
Repo → Website → Remote →

Exa

4.5/10
io.github.pipeworx-io/exa

Exa MCP — neural/semantic web search + content retrieval (exa.ai)

6.5Reliab.
6.0Docs
3.5Maint.
2.0Adopt.
Search streamable-http Remote
Repo → Website → Remote →

Serper

4.5/10
io.github.pipeworx-io/serper

Serper MCP — wraps the Serper Google Search API (serper.dev)

6.5Reliab.
6.0Docs
3.5Maint.
2.0Adopt.
Search streamable-http Remote
Repo → Website → Remote →

Tomtom

4.5/10
io.github.pipeworx-io/tomtom

TomTom MCP — wraps the TomTom Search & Routing APIs (api.tomtom.com)

6.5Reliab.
6.0Docs
3.5Maint.
2.0Adopt.
Search streamable-http Remote
Repo → Website → Remote →

Internet Archive

4.5/10
io.github.pipeworx-io/internet-archive

Internet Archive (archive.org) item search & metadata MCP.

6.5Reliab.
6.0Docs
3.5Maint.
2.0Adopt.
Search streamable-http Remote
Repo → Website → Remote →

MCP Server

4.5/10
com.openagenda/mcp

Search, analyze and manage events on OpenAgenda.

6.5Reliab.
6.0Docs
3.5Maint.
2.0Adopt.
Search streamable-http Remote
Repo → Website → Remote →

Arxiv MCP

4.5/10
io.github.guptaprakhariitr/arxiv-mcp

ArXiv preprint search, daily category digest, and author-collaborator graph.

6.5Reliab.
6.0Docs
3.5Maint.
2.0Adopt.
Search streamable-http Remote
Repo → Website → Remote →

Hn Trending MCP

4.5/10
io.github.guptaprakhariitr/hn-trending-mcp

HN front-page, Algolia full-text search, and Show HN launch tracker.

6.5Reliab.
6.0Docs
3.5Maint.
2.0Adopt.
Search streamable-http Remote
Repo → Website → Remote →

Uspto Patents MCP

4.5/10
io.github.guptaprakhariitr/uspto-patents-mcp

US patent search, assignee portfolios, and citation graph via PatentsView.

6.5Reliab.
6.0Docs
3.5Maint.
2.0Adopt.
Search streamable-http Remote
Repo → Website → Remote →

Wikipedia Recent Changes MCP

4.5/10
io.github.guptaprakhariitr/wikipedia-recent-changes-mcp

Live Wikipedia edit feed, page summaries, trending pages, and Wikidata search.

6.5Reliab.
6.0Docs
3.5Maint.
2.0Adopt.
Search streamable-http Remote
Repo → Website → Remote →

Latlng

4.5/10
work.latlng.mcp/latlng

Geocoding, reverse geocoding, and places search for LatLng.

6.5Reliab.
6.0Docs
3.5Maint.
2.0Adopt.
Search streamable-http Remote
Repo → Website → Remote →

Reddit X

4.5/10
com.prowlo/reddit-x

Reddit & X data for AI agents over MCP. Semantic search, hosted, no Reddit API.

6.5Reliab.
6.0Docs
3.5Maint.
2.0Adopt.
Search streamable-http Remote
Repo → Website → Remote →

Openai Ads MCP

4.5/10
io.github.trakkr-aisearch/openai-ads-mcp

OpenAI and ChatGPT Ads tools for campaigns, creatives, audiences, and insights.

6.5Reliab.
6.0Docs
3.5Maint.
2.0Adopt.
Search streamable-http Remote
Repo → Website → Remote →

Arcgis Hub

4.5/10
io.github.pipeworx-io/arcgis-hub

ArcGIS Hub — open government geospatial data (search + Feature Service query).

6.5Reliab.
6.0Docs
3.5Maint.
2.0Adopt.
Search streamable-http Remote
Repo → Website → Remote →

Gnews

4.5/10
io.github.pipeworx-io/gnews

GNews MCP — Global news search via GNews API (gnews.io)

6.5Reliab.
6.0Docs
3.5Maint.
2.0Adopt.
Search streamable-http Remote
Repo → Website → Remote →

Itunes Search

4.5/10
io.github.pipeworx-io/itunes-search

iTunes Search MCP — Apple's public catalog search

6.5Reliab.
6.0Docs
3.5Maint.
2.0Adopt.
Search streamable-http Remote
Repo → Website → Remote →

Seo Keywords Ads

4.5/10
io.github.pipeworx-io/seo-keywords-ads

SEO Keywords (Google Ads volume) MCP — exact Google Ads search volume via

6.5Reliab.
6.0Docs
3.5Maint.
2.0Adopt.
Search streamable-http Remote
Repo → Website → Remote →

Seo Serp

4.5/10
io.github.pipeworx-io/seo-serp

SEO SERP MCP — Google organic search results via DataForSEO (dataforseo.com)

6.5Reliab.
6.0Docs
3.5Maint.
2.0Adopt.
Search streamable-http Remote
Repo → Website → Remote →

Realestateapi

4.5/10
io.github.pipeworx-io/realestateapi

RealEstateAPI MCP — property search, detail, and skip-trace (realestateapi.com)

6.5Reliab.
6.0Docs
3.5Maint.
2.0Adopt.
Search streamable-http Remote
Repo → Website → Remote →

Retractions

4.5/10
io.github.pipeworx-io/retractions

Retractions / research-integrity MCP.

6.5Reliab.
6.0Docs
3.5Maint.
2.0Adopt.
Search streamable-http Remote
Repo → Website → Remote →

Serpapi

4.5/10
io.github.pipeworx-io/serpapi

SerpApi MCP — wraps SerpApi (serpapi.com) search engines

6.5Reliab.
6.0Docs
3.5Maint.
2.0Adopt.
Search streamable-http Remote
Repo → Website → Remote →

Skills Hub

4.5/10
io.github.tinh2/skills-hub

Search & install 6,500+ AI agent skills from skills-hub.ai inside any MCP tool.

6.5Reliab.
6.0Docs
3.5Maint.
2.0Adopt.
Search streamable-http Remote
Repo → Website → Remote →

MCP Server

4.5/10
ai.rolli/mcp

Social media search, expert discovery, and analytics across X, Reddit, YouTube, and more

6.5Reliab.
7.0Docs
3.5Maint.
1.0Adopt.
Search stdio
Repo →

Server

4.5/10
app.trustrails/server

Search UK electronics products across retailers. Real-time prices, stock, and specs.

6.5Reliab.
7.0Docs
3.5Maint.
1.0Adopt.
Search Rust stdio
Repo →

Stock Research MCP

4.5/10
com.tapetide/stock-research-mcp

NSE & BSE Indian stock market data MCP — quotes, screener, financials, FII/DII flows & portfolio

6.5Reliab.
7.0Docs
3.5Maint.
1.0Adopt.
Search stdio
Repo →

Pathfinder

4.5/10
dev.codepathfinder/pathfinder

Code intelligence MCP server: call graphs, type inference, and symbol search for Python/Go.

6.5Reliab.
7.0Docs
3.5Maint.
1.0Adopt.
Search Python stdio
Repo →

Shebe

4.5/10
health.rhobimd.oss/shebe

Fast BM25 full-text search for code repositories. 14 MCP tools, 2ms search latency.

6.5Reliab.
7.0Docs
3.5Maint.
1.0Adopt.
Search stdio
Repo →

Jobgpt MCP Server

4.5/10
io.github.6figr-com/jobgpt-mcp-server

Job search automation, auto apply, resume builder, application tracking, and recruiter outreach

6.5Reliab.
7.0Docs
3.5Maint.
1.0Adopt.
Search stdio
Repo →

Neuromcp

4.5/10
io.github.AdelElo13/neuromcp

Semantic memory for AI agents with hybrid search, knowledge graph, and consolidation

6.5Reliab.
7.0Docs
3.5Maint.
1.0Adopt.
Search stdio
Repo →

MCP Apollo

4.5/10
io.github.AgenTeam-AI-2026/mcp-apollo

Apollo.io MCP server. Search people, enrich contacts, find emails, research companies.

6.5Reliab.
7.0Docs
3.5Maint.
1.0Adopt.
Search stdio
Repo →

Alfanous

4.5/10
io.github.Alfanous-team/alfanous

Search and explore the Holy Qur'an with Arabic text, transliteration, and advanced search support.

6.5Reliab.
7.0Docs
3.5Maint.
1.0Adopt.
Search stdio
Repo →

Vibe Hnindex

4.5/10
io.github.AndyAnh174/vibe-hnindex

Index source code into a local knowledge base, search with keyword + semantic + hybrid modes.

6.5Reliab.
7.0Docs
3.5Maint.
1.0Adopt.
Search stdio
Repo →

Codemunch Pro

4.5/10
io.github.BigJai/codemunch-pro

Code indexing MCP: 15 tools, 10 languages, hybrid search, call graphs, O(1) retrieval.

6.5Reliab.
7.0Docs
3.5Maint.
1.0Adopt.
Search stdio
Repo →
Weekly briefing

Free · No spam

New servers, score changes, breakages

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

How scoring works

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.
Frequently asked

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.