Live · updated 3 hr ago 5,768 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 5,768
Categories 18
Official Servers 0
Remote-Hosted 2,019

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 All5,768 Git / Code3679 Search822 Other641 Filesystem209 Database166 AI / ML42 Email39 Finance29 Cloud27 Calendar20 Browser19 Analytics16 Docs14 DevOps13 Productivity11 Design9 Web Scraping7 Communication5
4,657–4,704 of 5,768 servers

Fascia MCP Server

4.1/10
io.github.orcar-studio/fascia-mcp-server

Expose Fascia-deployed Tools and Entity schemas to AI agents via MCP

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

Originalvoices

4.1/10
io.github.ovlabs/originalvoices

MCP server for OriginalVoices - Ask AI twins questions about any audience

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

Gitlab Docs

4.1/10
io.github.ozanmutlu/gitlab-docs

GitLab documentation search for AI assistants via Model Context Protocol (MCP)

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

Cantrip

4.1/10
io.github.ozten/cantrip

MCP server for Cantrip — AI-powered GTM engine for solo founders

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

Symbols

4.1/10
io.github.p1va/symbols

MCP server to read, inspect and troubleshoot codebase symbols

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

Pforge

4.1/10
io.github.paiml/pforge

Zero-boilerplate MCP server framework with declarative YAML configuration

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

Smara

4.1/10
io.github.parallelromb/smara

Persistent cross-platform memory for AI agents with Ebbinghaus decay scoring.

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

Odoo MCP Gateway

4.1/10
io.github.parth-unjiya/odoo-mcp-gateway

Security-first MCP gateway for Odoo 17/18/19 — YAML-driven security, 27 tools

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

Specrun

4.1/10
io.github.pavelpiha/specrun

MCP server that converts OpenAPI specs into tools which can query API endpoints

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

Pay MCP

4.1/10
io.github.pay-skill/pay-mcp

USDC payments for AI agents on Base — direct, tabs, x402 paywalls, discovery

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

Paypal MCP Server

4.1/10
io.github.paypal/paypal-mcp-server

A command line tool for setting up PayPal MCP server

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

Neemee MCP

4.1/10
io.github.pbonneville/neemee-mcp

MCP client library and bridge for Neemee personal knowledge management system

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

Pqvault

4.1/10
io.github.pdaxt/pqvault

Post-quantum secrets manager for AI agents. ML-KEM-768 + X25519 + AES-256-GCM.

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

MCP Server Colab Exec

4.1/10
io.github.pdwi2020/mcp-server-colab-exec

Execute Python code on Google Colab GPU runtimes (T4/L4) from any MCP client

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

MCP Server

4.1/10
io.github.pelletfi/mcp

Token intelligence on Base. Market data, safety flags, and analysis via x402.

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

Anneal Memory

4.1/10
io.github.phillipclapham/anneal-memory

Two-layer memory for AI agents with an immune system. Zero dependencies.

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

Openharness

4.1/10
io.github.philo-kim/openharness

Lets AI coding agents discover and reference each other's recent sessions.

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

Ris

4.1/10
io.github.philrox/ris

Access Austrian laws, court decisions & legal documents via the RIS API.

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

MCP Gsc

4.1/10
io.github.pijusz/mcp-gsc

Google Search Console MCP server — query performance, sitemaps, indexing & more

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

MCP Redtrack

4.1/10
io.github.pijusz/mcp-redtrack

MCP server for RedTrack affiliate tracking API

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

MCP Sanity Images

4.1/10
io.github.pijusz/mcp-sanity-images

MCP server for uploading local images to Sanity CMS

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

MCP Datalink

4.1/10
io.github.pilat/mcp-datalink

MCP server for secure database access (PostgreSQL, MySQL, SQLite)

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

Pinchwork

4.1/10
io.github.pinchwork/pinchwork

Agent-to-agent task marketplace with credit escrow and reputation tracking.

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

Krs Poland MCP Server

4.1/10
io.github.pkolawa/krs-poland-mcp-server

Polish National registry of businesses and other legal entities

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

Polydev

4.1/10
io.github.polydev-ai/polydev

Query GPT-5, Claude, Gemini, and Grok simultaneously through one MCP server

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

Databricks Sdk MCP

4.1/10
io.github.pramodbhatofficial/databricks-sdk-mcp

263 tools for Databricks: Unity Catalog, SQL, Compute, Jobs, Serving, and more.

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

MCP Docs Server

4.1/10
io.github.praveenc/mcp-docs-server

MCP server for searching MCP protocol documentation

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

MCP Bookmark

4.1/10
io.github.pree-dew/mcp-bookmark

MCP Server for adding bookmarks in openai RAG

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

Prism MCP

4.1/10
io.github.prismatic-io/prism-mcp

MCP server that wraps Prismatic's Prism CLI tool

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

Lighthouse MCP

4.1/10
io.github.priyankark/lighthouse-mcp

MCP server for Google Lighthouse performance metrics

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

Smart Terminal

4.1/10
io.github.pungggi/smart-terminal

MCP PTY server providing AI agents with real interactive terminal access

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

Adif MCP

4.1/10
io.github.qso-graph/adif-mcp

ADIF 3.1.6 parser and validator for amateur radio QSO logs. Full spec coverage.

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

Solar MCP

4.1/10
io.github.qso-graph/solar-mcp

Solar indices and space weather MCP server. SFI, SSN, Kp, DSCOVR, NOAA alerts.

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

Graqle

4.1/10
io.github.quantamixsol/graqle

Dev intelligence layer: 7 MCP tools for graph-powered codebase reasoning.

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

Scopus MCP

4.1/10
io.github.qwe4559999/scopus-mcp

A Model Context Protocol server for the Elsevier Scopus API

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

Qcqx Project Manage MCP

4.1/10
io.github.qxchuckle/qcqx-project-manage-mcp

qcqx-project-manage MCP Server — 将项目管理能力暴露给 AI Agent（Cursor、Claude Desktop 等）

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

Strava MCP

4.1/10
io.github.r-huijts/strava-mcp

MCP server for accessing Strava API

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

Zoekt MCP

4.1/10
io.github.radiovisual/zoekt-mcp

Fast indexed code search for AI agents, powered by Sourcegraph Zoekt.

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

Agent Trust

4.1/10
io.github.raditotev/agent-trust

MCP Server for Agent Reputation & Trust Scoring

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

Lu MCP Server

4.1/10
io.github.rafapra3008/lu-mcp-server

Verify AI agent communication with session types and formal proofs

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

Careermax

4.1/10
io.github.rahulphenomenon/careermax

All the tools you need to land your next job

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

Vidlens MCP

4.1/10
io.github.rajanrengasamy/vidlens-mcp

YouTube intelligence layer for AI agents. 41 tools, 10 modules, zero config.

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

MCP Server

4.1/10
io.github.ramaris-app/mcp-server

On-chain wallet analytics and trading strategies on Base for AI assistants

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

Adaptive Memory Graph

4.1/10
io.github.raskolnikovdd/adaptive-memory-graph

Persistent memory for Claude via weighted, interconnected knowledge nodes.

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

Axon Research

4.1/10
io.github.raysker/axon-research

AI agent ecosystem research, DeFi analysis, and market research tools

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

Ap MCP Server

4.1/10
io.github.rbonestell/ap-mcp-server

Model Context Protocol (MCP) server for the Associated Press Media API

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

Aichat

4.1/10
io.github.rcgalbo/aichat

Inter-agent communication for multi-agent Claude Code workflows.

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

Rclone

4.1/10
io.github.rclone-ui/rclone

MCP server for the Rclone RC API, with selectable toolsets.

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.