Live · updated 3 hr ago 9,861 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 9,861
Categories 18
Official Servers 0
Remote-Hosted 4,033

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 All9,861 Git / Code6373 Search1248 Other1178 Filesystem367 Database254 AI / ML73 Email60 Finance58 Cloud54 Analytics38 Calendar36 Browser31 Docs24 DevOps22 Design16 Productivity14 Web Scraping9 Communication6
8,113–8,160 of 9,861 servers

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 →

Mnemograph

4.1/10
io.github.tm42/mnemograph

Event-sourced knowledge graph memory for AI coding agents with semantic search

6.5Reliab.
5.0Docs
3.5Maint.
1.0Adopt.
Search 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 →

Cozo Memory

4.1/10
io.github.tobs-code/cozo-memory

Local-first memory system for AI agents with hybrid search and graph reasoning

6.5Reliab.
5.0Docs
3.5Maint.
1.0Adopt.
Search 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 →

Code Index MCP

4.1/10
io.github.trondhindenes/code-index-mcp

Fast local source code searching using Zoekt trigram-based indexing

6.5Reliab.
5.0Docs
3.5Maint.
1.0Adopt.
Search 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 →

MCP Trino

4.1/10
io.github.tuannvm/mcp-trino

MCP server for Trino distributed SQL query engine access

6.5Reliab.
5.0Docs
3.5Maint.
1.0Adopt.
Database 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 →

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 →

Vtimestamp

4.1/10
io.github.vdappdev2/vtimestamp

MCP server for verifying and querying vtimestamp proofs on the Verus blockchain

6.5Reliab.
5.0Docs
3.5Maint.
1.0Adopt.
Filesystem stdio
Repo →

Cvinbio

4.1/10
io.github.vedangvatsa123/cvinbio

Search professional profiles from the CVin.Bio talent database.

6.5Reliab.
5.0Docs
3.5Maint.
1.0Adopt.
Filesystem 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 →

Rulemorph MCP

4.1/10
io.github.vinhphatfsg/rulemorph-mcp

MCP server for CSV/JSON data transformation using YAML rules

6.5Reliab.
5.0Docs
3.5Maint.
1.0Adopt.
Filesystem stdio
Repo →

Transform Rules MCP

4.1/10
io.github.vinhphatfsg/transform-rules-mcp

MCP server for CSV/JSON data transformation using YAML rules

6.5Reliab.
5.0Docs
3.5Maint.
1.0Adopt.
Filesystem 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 →

Vue Harvest

4.1/10
io.github.virgilvox/vue-harvest

Extract reusable component libraries and design tokens from Vue applications

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

Site Spy

4.1/10
io.github.vkuprin/site-spy

MCP server for Site Spy — lets AI agents monitor websites for changes

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

Junto MCP

4.1/10
io.github.vrllrv/junto-mcp

The payment protocol for people and agents. One MCP server, any payment rail.

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

Vulners MCP

4.1/10
io.github.vulnersCom/vulners-mcp

MCP server for the Vulners.com API

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

Codex MCP Go

4.1/10
io.github.w31r4/codex-mcp-go

MCP server wrapping Codex CLI for stdio-based tool calls.

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

Silent Brief MCP

4.1/10
io.github.warmachine2121/silent-brief-mcp

AI-generated legal and business documents. Pay XMR, no accounts, no KYC.

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

MCP Server

4.1/10
io.github.warpmetrics/mcp

Connect AI assistants to Warpmetrics — query runs, calls, costs, and outcomes.

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

MCP Check Licenses

4.1/10
io.github.webmoleai/mcp-check-licenses

Audit dependency licenses for compatibility issues. Flags GPL/AGPL conflicts.

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.