Live · updated 5 hr ago 24,275 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 24,275
Categories 18
Official Servers 0
Remote-Hosted 13,444

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 All24,275 Git / Code14411 Other4075 Search2755 Filesystem1002 Database544 Finance342 AI / ML220 Email199 Calendar146 Cloud128 Analytics104 Browser100 Design66 Docs53 DevOps52 Communication37 Web Scraping24 Productivity17
241–288 of 1,002 servers · Filesystem

Docsmint

4.7/10
io.github.HiAi-gg/docsmint

Manage scoped DocsMint documents, folders, categories, search, GraphRAG, and indexing through MCP.

6.5Reliab.
7.0Docs
3.5Maint.
2.0Adopt.
Filesystem streamable-http Remote
Repo → Remote →

Pref Mg Contagem Nfs MCP

4.7/10
io.github.mcp-dir/pref_mg_contagem_nfs-mcp

Prefeitura MG Contagem: NFS-e (Nota Fiscal Eletrônica de Serviços), official-source lookup. Platform

6.5Reliab.
7.0Docs
3.5Maint.
2.0Adopt.
Filesystem streamable-http Remote
Repo → Remote →

Pref Ms Campo Grande Nfs MCP

4.7/10
io.github.mcp-dir/pref_ms_campo_grande_nfs-mcp

Prefeitura MS Campo Grande: NFS-e (Nota Fiscal Eletrônica de Serviços), official-source lookup. Plat

6.5Reliab.
7.0Docs
3.5Maint.
2.0Adopt.
Filesystem streamable-http Remote
Repo → Remote →

Pref Mt Cuiaba Nfs MCP

4.7/10
io.github.mcp-dir/pref_mt_cuiaba_nfs-mcp

Prefeitura MT Cuiabá: NFS-e (Nota Fiscal Eletrônica de Serviços), official-source lookup. Platform-h

6.5Reliab.
7.0Docs
3.5Maint.
2.0Adopt.
Filesystem streamable-http Remote
Repo → Remote →

Pref Pe Recife Nfs MCP

4.7/10
io.github.mcp-dir/pref_pe_recife_nfs-mcp

Prefeitura PE Recife: NFS-e (Nota Fiscal Eletrônica de Serviços), official-source lookup. Platform-h

6.5Reliab.
7.0Docs
3.5Maint.
2.0Adopt.
Filesystem streamable-http Remote
Repo → Remote →

Pref Rj Rio Janeiro Nfs MCP

4.7/10
io.github.mcp-dir/pref_rj_rio_janeiro_nfs-mcp

Prefeitura RJ Rio de Janeiro: NFS-e (Nota Fiscal Eletrônica de Serviços), official-source lookup. Pl

6.5Reliab.
7.0Docs
3.5Maint.
2.0Adopt.
Filesystem streamable-http Remote
Repo → Remote →

Pref Rs Farroupilha Nfs MCP

4.7/10
io.github.mcp-dir/pref_rs_farroupilha_nfs-mcp

Prefeitura RS Farroupilha: NFS-e (Nota Fiscal Eletrônica de Serviços), official-source lookup. Platf

6.5Reliab.
7.0Docs
3.5Maint.
2.0Adopt.
Filesystem Rust streamable-http Remote
Repo → Remote →

Pref Sp Aracariguama Nfs MCP

4.7/10
io.github.mcp-dir/pref_sp_aracariguama_nfs-mcp

Prefeitura SP Araçariguama: NFS-e (Nota Fiscal Eletrônica de Serviços), official-source lookup. Plat

6.5Reliab.
7.0Docs
3.5Maint.
2.0Adopt.
Filesystem streamable-http Remote
Repo → Remote →

Pref Sp Sao Paulo Nfs MCP

4.7/10
io.github.mcp-dir/pref_sp_sao_paulo_nfs-mcp

Prefeitura SP São Paulo: NFS-e (Nota Fiscal Eletrônica de Serviços), official-source lookup. Platfor

6.5Reliab.
7.0Docs
3.5Maint.
2.0Adopt.
Filesystem streamable-http Remote
Repo → Remote →

Pref Sp Sumare Nfs MCP

4.7/10
io.github.mcp-dir/pref_sp_sumare_nfs-mcp

Prefeitura SP Sumaré: NFS-e (Nota Fiscal Eletrônica de Serviços), official-source lookup. Platform-h

6.5Reliab.
7.0Docs
3.5Maint.
2.0Adopt.
Filesystem streamable-http Remote
Repo → Remote →

Edgar Answers MCP

4.7/10
io.github.aion-autonomous-org/edgar-answers-mcp

Normalized SEC EDGAR data for AI agents: XBRL financials, 10-K risk diffs, Form 4 insider trades.

6.5Reliab.
7.0Docs
3.5Maint.
2.0Adopt.
Filesystem streamable-http Remote
Repo → Remote →

MCP Server

4.7/10
ai.proofslip/mcp-server

Receipt-based verification for AI agent workflows — create, verify, and poll ephemeral proof objects

6.5Reliab.
8.0Docs
3.5Maint.
1.0Adopt.
Filesystem stdio
Repo → Website →

Optical Context MCP

4.7/10
io.github.ChrBoebel/optical-context-mcp

Compress OCR-heavy PDFs into dense packed images so agents can work with long visual documents.

6.5Reliab.
8.0Docs
3.5Maint.
1.0Adopt.
Filesystem stdio
Repo → Website →

Pagerunner

4.7/10
io.github.Enreign/pagerunner

Real Chrome profiles with site intelligence — already logged in, PII anonymization, sessions persist

6.5Reliab.
8.0Docs
3.5Maint.
1.0Adopt.
Filesystem stdio
Repo → Website →

Safe Docx

4.7/10
io.github.UseJunior/safe-docx

AI-native surgical editing of Word .docx and OpenDocument .odt files with formatting preservation

6.5Reliab.
8.0Docs
3.5Maint.
1.0Adopt.
Filesystem stdio
Repo → Website →

Arduino MCP Server

4.7/10
io.github.akshatnerella/arduino-mcp-server

Arduino MCP server for CLI setup, board detection, compile/upload, serial monitoring, and pin refs.

6.5Reliab.
8.0Docs
3.5Maint.
1.0Adopt.
Filesystem stdio
Repo → Website →

Domshell

4.7/10
io.github.apireno/domshell

Drive Chrome with filesystem commands (ls, cd, grep, click, type). One MCP tool, multi-agent.

6.5Reliab.
8.0Docs
3.5Maint.
1.0Adopt.
Filesystem stdio
Repo → Website →

Trabuco

4.7/10
io.github.arianlopezc/trabuco

Production Java Maven scaffolder (CLI + Claude Code plugin) for AI coding agents

6.5Reliab.
8.0Docs
3.5Maint.
1.0Adopt.
Filesystem Java stdio
Repo → Website →

Google Drive MCP

4.7/10
io.github.domdomegg/google-drive-mcp

Allow AI systems to list, search, upload, download, and manage files and folders in Google Drive.

6.5Reliab.
8.0Docs
3.5Maint.
1.0Adopt.
Filesystem Rust stdio
Repo → Website →

Arduino MCP Server

4.7/10
io.github.hardware-mcp/arduino-mcp-server

Arduino MCP server for CLI setup, board detection, compile/upload, serial monitoring, and pin refs.

6.5Reliab.
8.0Docs
3.5Maint.
1.0Adopt.
Filesystem stdio
Repo → Website →

Openclaw Registry

4.7/10
io.github.izworskic/openclaw-registry

Search and retrieve agent instruction files: system prompts, skills, workflows, and safety filters.

6.5Reliab.
8.0Docs
3.5Maint.
1.0Adopt.
Filesystem stdio
Repo → Website →

Filesystem MCP

4.7/10
io.github.j0hanz/filesystem-mcp

Secure filesystem MCP server for reading, writing, searching, diffing, and patching files.

6.5Reliab.
8.0Docs
3.5Maint.
1.0Adopt.
Filesystem stdio
Repo → Website →

Hass MCP Server

4.7/10
io.github.jarahkon/hass-mcp-server

MCP server for full Home Assistant control — dashboards, files, automations, add-ons, and more

6.5Reliab.
8.0Docs
3.5Maint.
1.0Adopt.
Filesystem stdio
Repo → Website →

Lastest

4.7/10
io.github.las-team/lastest

Run visual regression tests, review diffs, and manage baselines on a Lastest instance.

6.5Reliab.
8.0Docs
3.5Maint.
1.0Adopt.
Filesystem stdio
Repo → Website →

Virtual Fs

4.7/10
io.github.lu-zhengda/virtual-fs

PostgreSQL-backed virtual filesystem for agents: session isolation, shared stores, POSIX ops, RLS.

6.5Reliab.
8.0Docs
3.5Maint.
1.0Adopt.
Filesystem stdio
Repo → Website →

Bach Filecommander MCP

4.7/10
io.github.lukisch/bach-filecommander-mcp

43 tools for filesystem, process management, sessions, search, OCR, ZIP, and PDF export.

6.5Reliab.
8.0Docs
3.5Maint.
1.0Adopt.
Filesystem stdio
Repo → Website →

Pdfcrowd MCP Pdf Export

4.7/10
io.github.pdfcrowd/pdfcrowd-mcp-pdf-export

Create polished, professional PDFs from a single prompt. Documentation, reports, charts, and more.

6.5Reliab.
8.0Docs
3.5Maint.
1.0Adopt.
Filesystem stdio
Repo → Website →

MCP Skill Hub

4.7/10
io.github.srprasanna/mcp-skill-hub

MCP server that loads and serves skills from a mounted directory with hot reload.

6.5Reliab.
8.0Docs
3.5Maint.
1.0Adopt.
Filesystem stdio
Repo → Website →

MCP Skills Server

4.7/10
io.github.srprasanna/mcp-skills-server

MCP server that loads and serves skills from a mounted directory with hot reload.

6.5Reliab.
8.0Docs
3.5Maint.
1.0Adopt.
Filesystem stdio
Repo → Website →

Md Feedback

4.7/10
io.github.yeominux/md-feedback

Review markdown plans before AI agents build. Annotate, gate-check, apply fixes, session handoffs.

6.5Reliab.
8.0Docs
3.5Maint.
1.0Adopt.
Filesystem stdio
Repo → Website →

Sparkbites

4.7/10
io.github.educlopez/sparkbites

Search 500+ curated design websites and install DESIGN.md files directly from your AI agent.

6.5Reliab.
8.0Docs
3.5Maint.
1.0Adopt.
Filesystem stdio
Repo → Website →

Agent Workspace MCP

4.7/10
io.github.HrRodan/agent-workspace-mcp

A sandboxed, agentic workspace providing secure filesystem, bash, and uv-powered Python execution.

6.5Reliab.
8.0Docs
3.5Maint.
1.0Adopt.
Filesystem Python stdio
Repo → Website →

MCP Server

4.7/10
io.github.RCS-kz/bitrix24-mcp

Bitrix24 Cloud MCP server — 45 tools across CRM, Tasks, Deals, Leads, Files, Disk.

6.5Reliab.
8.0Docs
3.5Maint.
1.0Adopt.
Filesystem stdio
Repo → Website →

MCP Server

4.7/10
com.random-profiles/mcp

Generate fake user profiles and companies for tests, seed data, and AI agent demos.

6.5Reliab.
8.0Docs
3.5Maint.
1.0Adopt.
Filesystem stdio
Repo → Website →

Kobsidian MCP

4.7/10
io.github.bezata/kobsidian-mcp

Filesystem-first MCP for Obsidian — an LLM-maintained wiki inspired by Karpathy's LLM Wiki.

6.5Reliab.
8.0Docs
3.5Maint.
1.0Adopt.
Filesystem stdio
Repo → Website →

Quredec

4.7/10
io.github.Advanced-Binary-Operations/quredec

Evidence-backed decision briefs with citations — recommendation, confidence, risks, sources.

6.5Reliab.
8.0Docs
3.5Maint.
1.0Adopt.
Filesystem stdio
Repo → Website →

Talonic MCP

4.7/10
io.github.talonicdev/talonic-mcp

Extract structured, schema-validated data from PDFs, scans, images, spreadsheets, and forms.

6.5Reliab.
8.0Docs
3.5Maint.
1.0Adopt.
Filesystem stdio
Repo → Website →

Brewpage MCP

4.7/10
io.github.kochetkov-ma/brewpage-mcp

Publish HTML, Markdown, KV, JSON, and files to brewpage.app from AI assistants. No signup.

6.5Reliab.
8.0Docs
3.5Maint.
1.0Adopt.
Filesystem stdio
Repo → Website →

Gitignore Drift Monitor

4.7/10
io.github.dailyaiagents-cpu/gitignore-drift-monitor

Watcher — count uncommitted files in repo, surface dominant drift class. YELLOW >100, RED >250.

6.5Reliab.
8.0Docs
3.5Maint.
1.0Adopt.
Filesystem stdio
Repo → Website →

Skill Coverage Monitor

4.7/10
io.github.dailyaiagents-cpu/skill-coverage-monitor

Walks every skill directory in skills/ and ~/.openclaw/skills/, validates each has SOUL.md (voice...

6.5Reliab.
8.0Docs
3.5Maint.
1.0Adopt.
Filesystem stdio
Repo → Website →

Agentcanary

4.7/10
io.github.MrCerq/agentcanary

Retired compatibility stub for AgentCanary MCP. Daily briefs continue on X and Telegram.

6.5Reliab.
8.0Docs
3.5Maint.
1.0Adopt.
Filesystem stdio
Repo → Website →

Clichefactory MCP

4.7/10
io.github.ClicheFactory/clichefactory-mcp

Extract structured JSON from PDFs, images, DOCX, XLSX, CSV, EML attachments, and DSPy pipelines.

6.5Reliab.
8.0Docs
3.5Maint.
1.0Adopt.
Filesystem stdio
Repo → Website →

Vault Cortex

4.7/10
io.github.aliasunder/vault-cortex

Standalone MCP server for Obsidian vaults — hybrid search, notes & files, memory, tasks, OAuth 2.1

6.5Reliab.
8.0Docs
3.5Maint.
1.0Adopt.
Filesystem stdio
Repo → Website →

Llamaai MCP

4.7/10
io.github.rocnubie/llamaai-mcp

Use Llama AI Chat to test Meta Llama 4 Maverick on code review, long PDFs, and screenshots.

6.5Reliab.
8.0Docs
3.5Maint.
1.0Adopt.
Filesystem stdio
Repo → Website →

Lumen

4.7/10
io.github.ahmedEid1/lumen

Self-hostable agentic-AI LMS: catalog, RAG tutor, FSRS reviews, AI authoring, ingest.

6.5Reliab.
8.0Docs
3.5Maint.
1.0Adopt.
Filesystem Rust stdio
Repo → Website →

Teneo Book MCP

4.7/10
io.github.Traviseric/teneo-book-mcp

Generate complete nonfiction books with Teneo: outline, manuscript, cover, and PDF/EPUB/DOCX files.

6.5Reliab.
8.0Docs
3.5Maint.
1.0Adopt.
Filesystem stdio
Repo → Website →

Dicepdf

4.7/10
io.github.ishan-maheshwari/dicepdf

Local-first PDF tools for AI agents: merge, split, extract, render, compress. Files stay on-device.

6.5Reliab.
8.0Docs
3.5Maint.
1.0Adopt.
Filesystem stdio
Repo → Website →

Chessdotcom

4.7/10
io.github.malamutemayhem/chessdotcom

Chess.com player profiles, stats, games, puzzles, and leaderboards. No API key. By UnClick.

6.5Reliab.
8.0Docs
3.5Maint.
1.0Adopt.
Filesystem stdio
Repo → Website →
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.