Live · updated 15 hr ago 9,792 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 9,792
Categories 18
Official Servers 0
Remote-Hosted 3,995

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 All9,792 Git / Code6332 Search1241 Other1167 Filesystem365 Database252 AI / ML72 Finance58 Email58 Cloud53 Analytics37 Calendar36 Browser31 Docs23 DevOps22 Design16 Productivity14 Web Scraping9 Communication6
769–816 of 1,241 servers · Search

Court Records

4.3/10
io.github.martc03/court-records

Federal court records and PACER case data. 4 MCP tools for legal research.

6.5Reliab.
5.0Docs
3.5Maint.
2.0Adopt.
Search streamable-http Remote
Repo → Remote →

Grant Finder

4.3/10
io.github.martc03/grant-finder

Grants.gov search and USAspending grant data. 4 MCP tools for grant discovery.

6.5Reliab.
5.0Docs
3.5Maint.
2.0Adopt.
Search streamable-http Remote
Repo → Remote →

Bopmarket

4.3/10
io.github.mayankjanmejay/bopmarket

AI agent marketplace — search, buy, sell, and track products across 5 platforms

6.5Reliab.
5.0Docs
3.5Maint.
2.0Adopt.
Search sse Remote
Repo → Remote →

Cdgcsearchmetadata

4.3/10
io.github.poojaBjAcharya/cdgcsearchmetadata

Provides metadata information to AI agents through the search API.

6.5Reliab.
5.0Docs
3.5Maint.
2.0Adopt.
Search streamable-http Remote
Repo → Remote →

Serpapi MCP

4.3/10
io.github.serpapi/serpapi-mcp

Official SerpApi MCP server for Google, Bing, and other search engines.

6.5Reliab.
5.0Docs
3.5Maint.
2.0Adopt.
Search sse Remote
Repo → Remote →

Gas Library Hub

4.3/10
io.github.wywy-llc/gas-library-hub

Search and discover Google Apps Script libraries with AI-generated summaries

6.5Reliab.
5.0Docs
3.5Maint.
2.0Adopt.
Search streamable-http Remote
Repo → Remote →

MCP Server

4.3/10
io.github.youdotcom-oss/mcp

Web search, AI agent, and content extraction via You.com APIs

6.5Reliab.
5.0Docs
3.5Maint.
2.0Adopt.
Search streamable-http Remote
Repo → Remote →

Koko Finance

4.3/10
net.kokofinance/koko-finance

AI credit card advisor - search cards, compare portfolios, and optimize rewards

6.5Reliab.
5.0Docs
3.5Maint.
2.0Adopt.
Search streamable-http Remote
Repo → Remote →

Marketplace

4.3/10
store.bopmarket/marketplace

AI marketplace: search, buy, sell across Amazon, eBay, AliExpress. 13 tools.

6.5Reliab.
5.0Docs
3.5Maint.
2.0Adopt.
Search streamable-http Remote
Repo → Remote →

Ref Tools MCP

4.3/10
tools.ref/ref-tools-mcp

Token-efficient search for coding agents over public and private documentation.

6.5Reliab.
5.0Docs
3.5Maint.
2.0Adopt.
Search streamable-http Remote
Repo → Remote →

Waggle

4.3/10
zone.waggle/waggle

Discover, search, invoke, and rate A2A (Agent-to-Agent) protocol agents.

6.5Reliab.
5.0Docs
3.5Maint.
2.0Adopt.
Search streamable-http Remote
Repo → Remote →

Jtr Holidays

4.3/10
io.github.naeem-jtr/jtr-holidays

Search tours, attraction tickets, and holiday packages across 24 countries.

6.5Reliab.
5.0Docs
3.5Maint.
2.0Adopt.
Search streamable-http Remote
Repo → Remote →

Market

4.3/10
io.github.vistoya/market

Search and get fashion products recommendations across multiple e-ecom stores

6.5Reliab.
5.0Docs
3.5Maint.
2.0Adopt.
Search streamable-http Remote
Repo → Remote →

Brand Intelligence

4.3/10
io.github.sigaihealth/brand-intelligence

Search and analyze 5,600+ companies across 30 technology verticals.

6.5Reliab.
5.0Docs
3.5Maint.
2.0Adopt.
Search streamable-http Remote
Repo → Remote →

MCP Server

4.3/10
eu.drafto/mcp

Create, read, search, and organize your Drafto notes and notebooks.

6.5Reliab.
5.0Docs
3.5Maint.
2.0Adopt.
Search streamable-http Remote
Repo → Remote →

Supericons

4.3/10
io.github.curlymolelabs/supericons

Semantic SVG icon search and recommendations for AI coding agents.

6.5Reliab.
5.0Docs
3.5Maint.
2.0Adopt.
Search streamable-http Remote
Repo → Remote →

Tonzar

4.3/10
io.github.introman2023/tonzar

Search 160k+ Russian B2B products from 8,900+ verified manufacturers (EN/RU).

6.5Reliab.
5.0Docs
3.5Maint.
2.0Adopt.
Search Rust streamable-http Remote
Repo → Remote →

MCP Server

4.3/10
me.ceki/mcp-server

Hire specialists by the hour — search, schedule, and pay via MCP protocol.

6.5Reliab.
5.0Docs
3.5Maint.
2.0Adopt.
Search streamable-http Remote
Repo → Remote →

MCP Registry Search

4.3/10
io.github.Spacemandomains/mcp-registry-search

Search and browse every MCP server in the Model Context Protocol registry.

6.5Reliab.
5.0Docs
3.5Maint.
2.0Adopt.
Search streamable-http Remote
Repo → Remote →

Embedding Search

4.3/10
io.github.lazymac2x/embedding-search

Cloudflare Workers MCP server: embedding-search

6.5Reliab.
5.0Docs
3.5Maint.
2.0Adopt.
Search Rust streamable-http Remote
Repo → Remote →

Gbif MCP Server

4.3/10
io.github.cyanheads/gbif-mcp-server

Search GBIF species taxonomy, occurrence records, datasets, and publishers.

6.5Reliab.
5.0Docs
3.5Maint.
2.0Adopt.
Search streamable-http Remote
Repo → Remote →

Noaa Cdo MCP Server

4.3/10
io.github.cyanheads/noaa-cdo-mcp-server

Search NOAA CDO stations and datasets, fetch historical weather observations.

6.5Reliab.
5.0Docs
3.5Maint.
2.0Adopt.
Search streamable-http Remote
Repo → Remote →

Socrata MCP Server

4.3/10
io.github.cyanheads/socrata-mcp-server

Search and query government open-data portals (Socrata SODA API).

6.5Reliab.
5.0Docs
3.5Maint.
2.0Adopt.
Search streamable-http Remote
Repo → Remote →

Gbif Biodiversity MCP Server

4.3/10
io.github.cyanheads/gbif-biodiversity-mcp-server

Search GBIF species taxonomy, occurrence records, datasets, and publishers.

6.5Reliab.
5.0Docs
3.5Maint.
2.0Adopt.
Search streamable-http Remote
Repo → Remote →

Nelly Elephant MCP

4.3/10
io.github.SpicyRiceCakes/nelly-elephant-mcp

Search and resume past Claude Code conversations. An elephant never forgets.

6.5Reliab.
6.0Docs
3.5Maint.
1.0Adopt.
Search stdio
Repo → Website →

Sensegrep

4.3/10
io.github.Stahldavid/sensegrep

Semantic + structural code search MCP server for AI-native development.

6.5Reliab.
6.0Docs
3.5Maint.
1.0Adopt.
Search stdio
Repo → Website →

MCP Outline

4.3/10
io.github.Vortiago/mcp-outline

Connect AI assistants to Outline for document search, reading, and management

6.5Reliab.
6.0Docs
3.5Maint.
1.0Adopt.
Search stdio
Repo → Website →

MCP Server

4.3/10
io.github.contextstreamio/mcp-server

ContextStream MCP server for code context, memory, search, and AI tools.

6.5Reliab.
6.0Docs
3.5Maint.
1.0Adopt.
Search stdio
Repo → Website →

Lorcana MCP

4.3/10
io.github.danielenricocahall/lorcana-mcp

MCP server for searching, exploring, and aggregating Disney Lorcana cards.

6.5Reliab.
6.0Docs
3.5Maint.
1.0Adopt.
Search stdio
Repo → Website →

Google Contacts MCP

4.3/10
io.github.domdomegg/google-contacts-mcp

Allow AI systems to list, search, and manage contacts via Google Contacts.

6.5Reliab.
6.0Docs
3.5Maint.
1.0Adopt.
Search stdio
Repo → Website →

Awardopedia

4.3/10
io.github.grayson-sys/awardopedia

Search federal government contract opportunities from SAM.gov via Claude

6.5Reliab.
6.0Docs
3.5Maint.
1.0Adopt.
Search stdio
Repo → Website →

Markdown Vault MCP

4.3/10
io.github.pvliesdonk/markdown-vault-mcp

Markdown vault MCP server with FTS5 + semantic search and frontmatter indexing

6.5Reliab.
6.0Docs
3.5Maint.
1.0Adopt.
Search stdio
Repo → Website →

Ocds MCP

4.3/10
io.github.qune-tech/ocds-mcp

Search and match German public procurement tenders (OCDS) from your local LLM.

6.5Reliab.
6.0Docs
3.5Maint.
1.0Adopt.
Search Rust stdio
Repo → Website →

Memento

4.3/10
io.github.scrypster/memento

Persistent memory for AI tools. Local-first knowledge graph with hybrid search.

6.5Reliab.
6.0Docs
3.5Maint.
1.0Adopt.
Search stdio
Repo → Website →

MCP Advisor

4.3/10
io.github.stucchi/mcp-advisor

Browse, search, and discover MCP servers from your AI assistant

6.5Reliab.
6.0Docs
3.5Maint.
1.0Adopt.
Search Rust stdio
Repo → Website →

Robinhood MCP

4.3/10
io.github.verygoodplugins/robinhood-mcp

Read-only research tools for Robinhood portfolio data

6.5Reliab.
6.0Docs
3.5Maint.
1.0Adopt.
Search stdio
Repo → Website →

Poetrydb

4.3/10
io.github.lacausecrypto/poetrydb

Classic poetry search and discovery via PoetryDB.

6.5Reliab.
6.0Docs
3.5Maint.
1.0Adopt.
Search stdio
Repo → Website →

Astgl Knowledge

4.3/10
io.github.Jmeg8r/astgl-knowledge

Search and cite ASTGL articles about MCP servers, local AI, and AI automation.

6.5Reliab.
6.0Docs
3.5Maint.
1.0Adopt.
Search stdio
Repo → Website →

Mtasa Docs MCP

4.3/10
io.github.Luminaire1337/mtasa-docs-mcp

MCP server for MTA:SA documentation with intelligent search and caching

6.5Reliab.
6.0Docs
3.5Maint.
1.0Adopt.
Search stdio
Repo → Website →

Sourceweave Web Search

4.3/10
io.github.MRNAQA/sourceweave-web-search

Fully local MCP server and CLI for web research

6.5Reliab.
6.0Docs
3.5Maint.
1.0Adopt.
Search stdio
Repo → Website →

Seeklink

4.3/10
io.github.simonsysun/seeklink

Local read-only semantic search for Markdown vaults through MCP.

6.5Reliab.
6.0Docs
3.5Maint.
1.0Adopt.
Search stdio
Repo → Website →

Munition

4.3/10
io.github.benjammartin/munition

x402-paid Upload and Flight Search tools for AI agents.

6.5Reliab.
6.0Docs
3.5Maint.
1.0Adopt.
Search stdio
Repo → Website →

Bugproof

4.3/10
io.github.sidinsearch/bugproof

Capture, replay, and debug failures with portable, executable bug artifacts

6.5Reliab.
6.0Docs
3.5Maint.
1.0Adopt.
Search stdio
Repo → Website →

Heroku Code MCP

4.3/10
io.github.dsouzaAnush/heroku-code-mcp

Search and execute Heroku Platform API operations

6.5Reliab.
6.0Docs
3.5Maint.
1.0Adopt.
Search stdio
Repo → Website →

Warpweb

4.3/10
io.github.northbeamsoftware/warpweb

Research, build, and deploy AI-generated websites via the Warpweb API.

6.5Reliab.
6.0Docs
3.5Maint.
1.0Adopt.
Search stdio
Repo → Website →

MCP Server

4.3/10
com.vp0/vp0-mcp

Search & import free iOS app-design starters from VP0 into your AI builder.

6.5Reliab.
6.0Docs
3.5Maint.
1.0Adopt.
Search Rust stdio
Repo → Website →

MCP Server

4.1/10
ai.scite/mcp

Ground answers in scientific literature. Search full text, evaluate trust, access full-text articles

4.5Reliab.
7.0Docs
3.5Maint.
2.0Adopt.
Search Rust streamable-http Remote
Website → Remote →

Amazon

4.1/10
ai.trendsmcp/amazon

Amazon product search demand over time, with growth for any keyword. Free key at trendsmcp.ai

4.5Reliab.
7.0Docs
3.5Maint.
2.0Adopt.
Search streamable-http Remote
Website → Remote →
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.