Live · updated 17 hr ago 5,632 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 5,632
Categories 18
Official Servers 0
Remote-Hosted 1,944

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.

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Category All5,632 Git / Code3579 Search808 Other629 Filesystem202 Database166 AI / ML42 Email39 Finance28 Cloud27 Calendar20 Browser19 Analytics16 Docs14 DevOps12 Productivity10 Design9 Web Scraping7 Communication5
3,217–3,264 of 3,579 servers · Git / Code

Moysklad MCP

4.1/10
io.github.theYahia/moysklad-mcp

MCP server for MoySklad (МойСклад) — products, stock, orders, counterparties.

6.5Reliab.
5.0Docs
3.5Maint.
1.0Adopt.
Git / Code stdio
Repo →

Mts Exolve MCP

4.1/10
io.github.theYahia/mts-exolve-mcp

MCP server for MTS Exolve API — SMS, calls. 3 tools.

6.5Reliab.
5.0Docs
3.5Maint.
1.0Adopt.
Git / Code stdio
Repo →

Planfix MCP

4.1/10
io.github.theYahia/planfix-mcp

MCP server for Planfix API — tasks, contacts. 3 tools.

6.5Reliab.
5.0Docs
3.5Maint.
1.0Adopt.
Git / Code stdio
Repo →

Retailcrm MCP

4.1/10
io.github.theYahia/retailcrm-mcp

MCP server for RetailCRM — orders, customers management via API v5.

6.5Reliab.
5.0Docs
3.5Maint.
1.0Adopt.
Git / Code Rust stdio
Repo →

Salutespeech MCP

4.1/10
io.github.theYahia/salutespeech-mcp

MCP server for Sber SaluteSpeech API — speech recognition and synthesis.

6.5Reliab.
5.0Docs
3.5Maint.
1.0Adopt.
Git / Code stdio
Repo →

Sber MCP

4.1/10
io.github.theYahia/sber-mcp

MCP server for Sberbank API — accounts, statements. Bearer token auth.

6.5Reliab.
5.0Docs
3.5Maint.
1.0Adopt.
Git / Code stdio
Repo →

Sms Ru MCP

4.1/10
io.github.theYahia/sms-ru-mcp

MCP server for SMS.RU API — send SMS, check status, balance. 3 tools.

6.5Reliab.
5.0Docs
3.5Maint.
1.0Adopt.
Git / Code stdio
Repo →

Tilda MCP

4.1/10
io.github.theYahia/tilda-mcp

MCP server for Tilda API — projects, pages. 3 tools.

6.5Reliab.
5.0Docs
3.5Maint.
1.0Adopt.
Git / Code stdio
Repo →

Unisender MCP

4.1/10
io.github.theYahia/unisender-mcp

MCP server for UniSender API — email lists, campaigns, contacts. API key auth.

6.5Reliab.
5.0Docs
3.5Maint.
1.0Adopt.
Git / Code stdio
Repo →

Voximplant MCP

4.1/10
io.github.theYahia/voximplant-mcp

MCP server for Voximplant API — call history, users, SMS. 3 tools.

6.5Reliab.
5.0Docs
3.5Maint.
1.0Adopt.
Git / Code stdio
Repo →

Yandex Speechkit MCP

4.1/10
io.github.theYahia/yandex-speechkit-mcp

MCP server for Yandex SpeechKit API — speech recognition and synthesis.

6.5Reliab.
5.0Docs
3.5Maint.
1.0Adopt.
Git / Code stdio
Repo →

Ascii Art

4.1/10
io.github.theduodecim/ascii-art

MCP server that exposes ASCII and Unicode art tools

6.5Reliab.
5.0Docs
3.5Maint.
1.0Adopt.
Git / Code stdio
Repo →

Psquare

4.1/10
io.github.thehesiod/psquare

MCP server for ParentSquare school-parent communication platform

6.5Reliab.
5.0Docs
3.5Maint.
1.0Adopt.
Git / Code stdio
Repo →

Memdata

4.1/10
io.github.thelabvenice/memdata

Persistent memory for AI agents. Store context, retrieve it semantically.

6.5Reliab.
5.0Docs
3.5Maint.
1.0Adopt.
Git / Code stdio
Repo →

Un Datacommons MCP

4.1/10
io.github.therealtimex/un-datacommons-mcp

MCP server to query Data Commons indicators and observations (base or custom).

6.5Reliab.
5.0Docs
3.5Maint.
1.0Adopt.
Git / Code Rust stdio
Repo →

Worldbank MCP

4.1/10
io.github.tianyuio/worldbank-mcp

World Bank Open Data MCP Server

6.5Reliab.
5.0Docs
3.5Maint.
1.0Adopt.
Git / Code stdio
Repo →

Hound

4.1/10
io.github.tiluckdave/hound

The dependency bloodhound for AI coding agents. Zero API keys, zero config.

6.5Reliab.
5.0Docs
3.5Maint.
1.0Adopt.
Git / Code stdio
Repo →

Timesheet MCP

4.1/10
io.github.timesheetIO/timesheet-mcp

timesheet.io MCP server - manage timers, projects, tasks and reports

6.5Reliab.
5.0Docs
3.5Maint.
1.0Adopt.
Git / Code stdio
Repo →

Meridian Edge

4.1/10
io.github.tmbot12/meridian-edge

Real-time prediction market consensus data for AI agents

6.5Reliab.
5.0Docs
3.5Maint.
1.0Adopt.
Git / Code stdio
Repo →

Mirror MCP

4.1/10
io.github.toby/mirror-mcp

Mirror MCP: Introspection for LLMs

6.5Reliab.
5.0Docs
3.5Maint.
1.0Adopt.
Git / Code stdio
Repo →

Verify MCP

4.1/10
io.github.tomjwxf/verify-mcp

Offline Ed25519 verification of signed receipts, bundles, and trust artifacts.

6.5Reliab.
5.0Docs
3.5Maint.
1.0Adopt.
Git / Code Rust stdio
Repo →

Devrag

4.1/10
io.github.tomohiro-owada/devrag

Lightweight local RAG MCP server. 40x token reduction.

6.5Reliab.
5.0Docs
3.5Maint.
1.0Adopt.
Git / Code stdio
Repo →

Godot MCP

4.1/10
io.github.tomyud1/godot-mcp

MCP server for Godot game engine integration — control the Godot editor with AI

6.5Reliab.
5.0Docs
3.5Maint.
1.0Adopt.
Git / Code stdio
Repo →

Droidbar

4.1/10
io.github.topher66/droidbar

The first bar for AI. Visit, chat with SERVO the bartender, and tip in tokens.

6.5Reliab.
5.0Docs
3.5Maint.
1.0Adopt.
Git / Code stdio
Repo →

MCP Notifications

4.1/10
io.github.topvisor/mcp-notifications

MCP server for desktop notifications over stdio

6.5Reliab.
5.0Docs
3.5Maint.
1.0Adopt.
Git / Code stdio
Repo →

MCP Adr Analysis Server

4.1/10
io.github.tosin2013/mcp-adr-analysis-server

AI-powered MCP server for analyzing Architectural Decision Records (ADRs).

6.5Reliab.
5.0Docs
3.5Maint.
1.0Adopt.
Git / Code stdio
Repo →

Tap MCP

4.1/10
io.github.totalaudiopromo/tap-mcp

Music PR campaign management -- contacts, pitches, campaigns, and outcomes.

6.5Reliab.
5.0Docs
3.5Maint.
1.0Adopt.
Git / Code stdio
Repo →

Machinehearts

4.1/10
io.github.trainmyagent/machinehearts

Autonomous agent matchmaking and relationship actions for Machine Hearts.

6.5Reliab.
5.0Docs
3.5Maint.
1.0Adopt.
Git / Code stdio
Repo →

Tronrental

4.1/10
io.github.tronrental-com/tronrental

Buy TRON energy to reduce USDT transfer fees by 80%. Full API for AI agents.

6.5Reliab.
5.0Docs
3.5Maint.
1.0Adopt.
Git / Code stdio
Repo →

Repology MCP Server

4.1/10
io.github.tschoonj/repology-mcp-server

MCP server that provides access to Repology package repository data

6.5Reliab.
5.0Docs
3.5Maint.
1.0Adopt.
Git / Code TypeScript stdio
Repo →

Amazon Ads MCP

4.1/10
io.github.tspicer/amazon_ads_mcp

Amazon Ads API MCP server for Amazon Advertising API

6.5Reliab.
5.0Docs
3.5Maint.
1.0Adopt.
Git / Code TypeScript stdio
Repo →

Fullrun

4.1/10
io.github.tuckerschreiber/fullrun

Google Ads management for AI agents — diagnose, optimize, and manage campaigns.

6.5Reliab.
5.0Docs
3.5Maint.
1.0Adopt.
Git / Code stdio
Repo →

Mkdocs MCP

4.1/10
io.github.ubaumann/mkdocs-mcp

An MCP server that provides serves MkDocs as resources.

6.5Reliab.
5.0Docs
3.5Maint.
1.0Adopt.
Git / Code stdio
Repo →

Gemini Image Studio

4.1/10
io.github.udhaykumarbala/gemini-image-studio

AI image generation and editing with Google Gemini. Structured JSON editing.

6.5Reliab.
5.0Docs
3.5Maint.
1.0Adopt.
Git / Code stdio
Repo →

Aicost Cli

4.1/10
io.github.ufhouck/aicost-cli

Terminal-based AI API cost calculator, recommender, and mcp server.

6.5Reliab.
5.0Docs
3.5Maint.
1.0Adopt.
Git / Code stdio
Repo →

Umbraco Cms MCP Dev

4.1/10
io.github.umbraco/Umbraco-CMS-MCP-Dev

A developer focused model context protocol (MCP) server for Umbraco CMS

6.5Reliab.
5.0Docs
3.5Maint.
1.0Adopt.
Git / Code stdio
Repo →

Reclaim MCP Server

4.1/10
io.github.universalamateur/reclaim-mcp-server

MCP server for Reclaim.ai - calendar, tasks, habits, and focus time management

6.5Reliab.
5.0Docs
3.5Maint.
1.0Adopt.
Git / Code stdio
Repo →

Context7

4.1/10
io.github.upstash/context7

Up-to-date code docs for any prompt

6.5Reliab.
5.0Docs
3.5Maint.
1.0Adopt.
Git / Code stdio
Repo →

Rpg Encoder

4.1/10
io.github.userFRM/rpg-encoder

Semantic code graph for AI-assisted code understanding via tree-sitter and MCP.

6.5Reliab.
5.0Docs
3.5Maint.
1.0Adopt.
Git / Code stdio
Repo →

Remote Bridge

4.1/10
io.github.varaprasadreddy9676/remote-bridge

Sync code to remote servers via SSH/rsync and deploy from any AI IDE.

6.5Reliab.
5.0Docs
3.5Maint.
1.0Adopt.
Git / Code Rust stdio
Repo →

Mif Tools

4.1/10
io.github.varun29ankuS/mif-tools

Convert, validate, and inspect AI agent memories across formats

6.5Reliab.
5.0Docs
3.5Maint.
1.0Adopt.
Git / Code stdio
Repo →

Next Devtools MCP

4.1/10
io.github.vercel/next-devtools-mcp

Next.js development tools MCP server with stdio transport

6.5Reliab.
5.0Docs
3.5Maint.
1.0Adopt.
Git / Code stdio
Repo →

MCP Backlog

4.1/10
io.github.vfa-khuongdv/mcp-backlog

MCP server for Backlog API integration with AI agents.

6.5Reliab.
5.0Docs
3.5Maint.
1.0Adopt.
Git / Code stdio
Repo →

Redmine

4.1/10
io.github.vfa-khuongdv/redmine

MCP server for Redmine API integration with AI agents.

6.5Reliab.
5.0Docs
3.5Maint.
1.0Adopt.
Git / Code stdio
Repo →

Vibefix

4.1/10
io.github.vibefix-tech/vibefix

Bug bounty platform for vibe coders. Post bugs, find fixes, run diagnostics.

6.5Reliab.
5.0Docs
3.5Maint.
1.0Adopt.
Git / Code stdio
Repo →

Demo MCP Server

4.1/10
io.github.vigneshRN52/demo-mcp-server

Minimal Go MCP Server for high-performance context bridging

6.5Reliab.
5.0Docs
3.5Maint.
1.0Adopt.
Git / Code Go stdio
Repo →

Freightgate MCP Server

4.1/10
io.github.vinaybhosle/freightgate-mcp-server

Deprecated - renamed to shippingrates-mcp-server

6.5Reliab.
5.0Docs
3.5Maint.
1.0Adopt.
Git / Code stdio
Repo →

Testing Repo

4.1/10
io.github.vinur1992/testing_repo

An MCP server that created for demo

6.5Reliab.
5.0Docs
3.5Maint.
1.0Adopt.
Git / Code 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.