Live · updated 21 hr ago 41,542 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 41,542
Categories 18
Official Servers 0
Remote-Hosted 26,560

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.

Zapier Discovery MCP

4.5/10
io.github.arose26/zapier-discovery-mcp

Automation discovery: search Zapier's app directory and find popular Zap templates between apps.

6.5Reliab.
7.0Docs
3.5Maint.
1.0Adopt.
Filesystem stdio

Anchordb

4.5/10
io.github.jolovicdev/anchordb

Persistent code memory for AI agents: notes pinned to files and symbols that survive refactors.

6.5Reliab.
7.0Docs
3.5Maint.
1.0Adopt.
Filesystem stdio

Odoo Assistant

4.5/10
io.github.singleflo/odoo-assistant

Odoo virtual employee via MCP: query, create, modify records, workflows, PDFs, and activities.

6.5Reliab.
7.0Docs
3.5Maint.
1.0Adopt.
Filesystem stdio

High Performance MCP Server

4.5/10
io.github.eminyilmz/high-performance-mcp-server

High-performance, modular MCP v2 server with safe profiles, worker pool, caching, and stdio.

6.5Reliab.
7.0Docs
3.5Maint.
1.0Adopt.
Filesystem stdio

Ms Graph MCP

4.5/10
io.github.nitin27may/ms-graph-mcp

Microsoft Graph MCP server — 85 tools for mail, calendar, Teams, files, SharePoint, and Entra ID

6.5Reliab.
7.0Docs
3.5Maint.
1.0Adopt.
Filesystem stdio

Snapmcp

4.5/10
io.github.reeinharddd/snapmcp

Visual capture MCP server: terminal colors, code, diffs, PDFs, GIFs. 13 tools, SSRF on by default.

6.5Reliab.
7.0Docs
3.5Maint.
1.0Adopt.
Filesystem stdio

Cmp Inspector

4.5/10
io.github.kvdm-co-pilot/cmp-inspector

Compose Multiplatform UI as structured JSON for agents: trees, tokens, previews, diffs. No pixels.

6.5Reliab.
7.0Docs
3.5Maint.
1.0Adopt.
Filesystem stdio

Directus MCP Server

4.5/10
io.github.staminna/directus-mcp-server

MCP server for Directus 12 — items, collections, files, flows, users, and schema tools

6.5Reliab.
7.0Docs
3.5Maint.
1.0Adopt.
Filesystem stdio

Fimemory

4.5/10
io.github.FutureAiIndustries/fimemory

Local-first shared memory for AI tools. Your files, encrypted at rest by default; budgeted reads.

6.5Reliab.
7.0Docs
3.5Maint.
1.0Adopt.
Filesystem stdio

Doiget

4.5/10
io.github.QAtlasHub/doiget

OA-first paper fetcher: DOIs/arXiv IDs to local PDFs + metadata via Open Access APIs.

6.5Reliab.
7.0Docs
3.5Maint.
1.0Adopt.
Filesystem stdio

Twitter MCP

4.5/10
io.github.granitebps/twitter-mcp

Read public X posts, replies, profiles, and search results through Rettiwt or the official API.

6.5Reliab.
7.0Docs
3.5Maint.
1.0Adopt.
Filesystem stdio

Xlsx Tools MCP

4.5/10
io.github.ruriazz/xlsx-tools-mcp

MCP server for accurate, structure-preserving read/write access to Excel (.xlsx) files

6.5Reliab.
7.0Docs
3.5Maint.
1.0Adopt.
Filesystem stdio

Nutrient Dws MCP Server

4.5/10
io.github.PSPDFKit/nutrient-dws-mcp-server

Nutrient Processor + Data Extraction MCP: convert, OCR, sign, redact, and extract PDFs/Office docs.

6.5Reliab.
7.0Docs
3.5Maint.
1.0Adopt.
Filesystem stdio

MCP Folder Scout

4.5/10
io.github.dharani0804/mcp-folder-scout

Read-only folder triage: what is in a folder, what is stale, and where the space went.

6.5Reliab.
7.0Docs
3.5Maint.
1.0Adopt.
Filesystem stdio

Skill MCP

4.5/10
io.github.chrischall/skill-mcp

Serves a directory of Agent Skills over MCP: list, load, read files, run declared scripts

6.5Reliab.
7.0Docs
3.5Maint.
1.0Adopt.
Filesystem stdio

Redact Pdf MCP

4.5/10
io.github.dambuchs/redact-pdf-mcp

Permanently redact PII from PDFs and scans. EU/Swiss-hosted, never used to train AI models.

6.5Reliab.
7.0Docs
3.5Maint.
1.0Adopt.
Filesystem stdio

Wyrd

4.5/10
com.wyrdmcp/wyrd

Exposes one granted folder to any AI client, read-only, behind a path-containment fence.

6.5Reliab.
7.0Docs
3.5Maint.
1.0Adopt.
Filesystem stdio

Simconnect MCP

4.5/10
io.github.robin24/simconnect-mcp

MCP server for MSFS SimConnect - full read/write access to SimVars, L-vars and events

6.5Reliab.
7.0Docs
3.5Maint.
1.0Adopt.
Filesystem Rust stdio

A2Ahub

4.5/10
io.github.ydnikolaev/a2ahub

Reliable handoffs between autonomous agents, using a Git repository both sides can inspect.

6.5Reliab.
7.0Docs
3.5Maint.
1.0Adopt.
Filesystem stdio

Balmas MCP

4.5/10
com.balmasai/balmas-mcp

Agents read cleaned copies of your files: PII replaced with local consistent tokens. Read-only.

6.5Reliab.
7.0Docs
3.5Maint.
1.0Adopt.
Filesystem stdio

High Performance MCP Server

4.5/10
io.github.AnIayana/high-performance-mcp-server

High-performance, modular MCP v2 server with safe profiles, worker pool, caching, and stdio.

6.5Reliab.
7.0Docs
3.5Maint.
1.0Adopt.
Filesystem stdio

Perfonext Profiler MCP

4.5/10
io.github.souvikdu/perfonext-profiler-mcp

MCP server for analyzing V8/Chrome CPU profiles with line-level tick attribution.

6.5Reliab.
7.0Docs
3.5Maint.
1.0Adopt.
Filesystem stdio

Confdiff MCP

4.5/10
io.github.esperanza-volkov/confdiff-mcp

Semantic, format-aware diff of config files (JSON/YAML/TOML/INI/.env/XML/CSV) for AI agents

6.5Reliab.
7.0Docs
3.5Maint.
1.0Adopt.
Filesystem stdio

Prumo

4.5/10
io.github.TomD4vs/prumo

Checks the context files a coding agent reads against the git index, and reports what drifted.

6.5Reliab.
7.0Docs
3.5Maint.
1.0Adopt.
Filesystem stdio

Csvql

4.5/10
io.github.melihbirim/csvql

Query CSV files with SQL via MCP. Fast, local, zero-config, read-only, sandboxable with --root.

6.5Reliab.
7.0Docs
3.5Maint.
1.0Adopt.
Filesystem stdio

Cats MCP

4.5/10
io.github.ajwann/cats-mcp

Live CATS bus and light rail positions and arrival predictions from the agency's GTFS-Realtime feeds

6.5Reliab.
7.0Docs
3.5Maint.
1.0Adopt.
Filesystem stdio

MCP Macos

4.5/10
io.github.dockndevai/mcp-macos

Observe & operate a Mac — files, processes, apps, shell, AppleScript, GUI — safe by default.

6.5Reliab.
7.0Docs
3.5Maint.
1.0Adopt.
Filesystem stdio

Benspdf

4.5/10
io.github.benbergner/benspdf

Read PDFs locally: text, pages, metadata, scan detection, layout, permissions, render, OCR.

6.5Reliab.
7.0Docs
3.5Maint.
1.0Adopt.
Filesystem stdio

Achlens

4.5/10
io.github.mscott9160-web/achlens

Local-first MCP server and CLI for validating and generating synthetic ACH files.

6.5Reliab.
7.0Docs
3.5Maint.
1.0Adopt.
Filesystem stdio

Naver Mybox MCP

4.5/10
io.github.java-jaydev/naver-mybox-mcp

List, search, download and upload files in a NAVER MYBOX (네이버 마이박스) cloud drive.

6.5Reliab.
7.0Docs
3.5Maint.
1.0Adopt.
Filesystem stdio

Base Image Eol Lint

4.5/10
io.github.jmshinhwa/base-image-eol-lint

Marks every base image in your Dockerfiles, compose files and CI workflows whose security patches ha

6.5Reliab.
7.0Docs
3.5Maint.
1.0Adopt.
Filesystem stdio

Steam MCP Server

4.5/10
io.github.julianmeyerr/steam-mcp-server

Access Steam profiles, libraries, achievements, friends, news, and player statistics through MCP.

6.5Reliab.
7.0Docs
3.5Maint.
1.0Adopt.
Filesystem stdio

MCP Outlook

4.5/10
io.github.dockndevai/mcp-outlook

Outlook mail and OneDrive files via Microsoft Graph — read, search, send and organize.

6.5Reliab.
7.0Docs
3.5Maint.
1.0Adopt.
Filesystem stdio

Currentdt MCP

4.5/10
io.github.biswajitpanday/currentdt-mcp

Current date and time for AI assistants: UTC, local+offset and epoch together. Any IANA zone.

6.5Reliab.
7.0Docs
3.5Maint.
1.0Adopt.
Filesystem stdio

Kaiboard MCP

4.5/10
io.github.ChasenKai/kaiboard-mcp

Let AI agents draw on your local-first KaiBoard whiteboards (relay or local folder).

6.5Reliab.
7.0Docs
3.5Maint.
1.0Adopt.
Filesystem stdio

MCP Mac Control

4.5/10
io.github.dockndevai/mcp-mac-control

Full macOS control — drive a Mac like a human: shell, AppleScript, files, and human-like GUI.

6.5Reliab.
7.0Docs
3.5Maint.
1.0Adopt.
Filesystem stdio

Cloudhil

4.5/10
io.github.Tetef/cloudhil

Flash pre-built STM32/LPC ELFs on real Nucleo/Discovery boards over HTTPS. Does not compile.

6.5Reliab.
7.0Docs
3.5Maint.
1.0Adopt.
Filesystem stdio

Config Dsl Lint Snippet Pack

4.5/10
io.github.jmshinhwa/config-dsl-lint-snippet-pack

Your config files are never compiled — nothing fails until deploy. 36 snippets and 28 lint rules for

6.5Reliab.
7.0Docs
3.5Maint.
1.0Adopt.
Filesystem stdio

Gnu Global Cpp Vscode Config Pack

4.5/10
io.github.jmshinhwa/gnu-global-cpp-vscode-config-pack

21 rules that read the values in a shared .vscode folder, plus 45 snippets. VS Code loads a wrong va

6.5Reliab.
7.0Docs
3.5Maint.
1.0Adopt.
Filesystem stdio

Xlide Excel Office Vba MCP

4.5/10
io.github.WilliamSmithEdward/xlide-excel-office-vba-mcp

Read, write, analyze, test and diff the VBA in Office files, and the document around it

6.5Reliab.
7.0Docs
3.5Maint.
1.0Adopt.
Filesystem stdio

Xlide MCP

4.5/10
io.github.WilliamSmithEdward/xlide-mcp

Read, write, analyze, test and diff the VBA, forms, Power Query and cells in Office files

6.5Reliab.
7.0Docs
3.5Maint.
1.0Adopt.
Filesystem stdio

Claims MCP

4.5/10
io.github.dgonzap30/claims-mcp

A claims memory for agents: assert beliefs, let them decay, surface contradictions.

6.5Reliab.
7.0Docs
3.5Maint.
1.0Adopt.
Filesystem stdio

C3Fst Biomedical Search

4.5/10
io.github.mjandrews1/c3fst-biomedical-search

Biomedical search: FDA drugs, MeSH headings, ClinVar genomic variants with BM25 ranking.

6.5Reliab.
7.0Docs
3.5Maint.
1.0Adopt.
Filesystem stdio

Apis Guru MCP

4.5/10
io.github.mrfentmen/apis-guru-mcp

Browse the APIs.guru directory of public APIs with metadata and versions. No key required.

6.5Reliab.
7.0Docs
3.5Maint.
1.0Adopt.
Filesystem stdio

Chess MCP

4.5/10
io.github.mrfentmen/chess-mcp

Use this MCP server to chess.com. Player profiles, ratings, game archives, leaderboards, and...

6.5Reliab.
7.0Docs
3.5Maint.
1.0Adopt.
Filesystem stdio

Chesscom MCP

4.5/10
io.github.mrfentmen/chesscom-mcp

Keyless MCP server for Chess.com: player profiles, ratings by time control, daily puzzle,...

6.5Reliab.
7.0Docs
3.5Maint.
1.0Adopt.
Filesystem stdio

Diff MCP

4.5/10
io.github.mrfentmen/diff-mcp

Compare two texts or files and show line changes locally. No network and no key.

6.5Reliab.
7.0Docs
3.5Maint.
1.0Adopt.
Filesystem stdio

Esm MCP

4.5/10
io.github.mrfentmen/esm-mcp

esm.sh CDN: resolve npm package versions and browse module files. No key required.

6.5Reliab.
7.0Docs
3.5Maint.
1.0Adopt.
Filesystem stdio

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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.