Live · updated 10 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.

Browse & filter
Top score Most stars Newest
Category All5,632 Git / Code3579 Search808 Other629 Filesystem202 Database166 AI / ML42 Email39 Finance28 Cloud27 Calendar20 Browser19 Analytics16 Docs14 DevOps12 Productivity10 Design9 Web Scraping7 Communication5
3,553–3,579 of 3,579 servers · Git / Code

Sling Cli

3.3/10
io.github.flarco/sling-cli

Sling CLI MCP server for data pipeline and replication management

4.5Reliab.
4.0Docs
3.5Maint.
1.0Adopt.
Git / Code stdio

Ghost MCP Server

3.3/10
io.github.ghostsecurity/ghost-mcp-server

Minimal MCP server for Ghost Security API - compatible with all MCP clients

4.5Reliab.
4.0Docs
3.5Maint.
1.0Adopt.
Git / Code stdio

Passage Protocol

3.3/10
io.github.hawthornhollows/passage-protocol

Departure and admission records for AI agents with Ed25519/P-256 signatures.

4.5Reliab.
4.0Docs
3.5Maint.
1.0Adopt.
Git / Code stdio

Keycloak MCP.Test

3.3/10
io.github.heintonny/keycloak-mcp.test

This is just a test publish, delete me

4.5Reliab.
4.0Docs
3.5Maint.
1.0Adopt.
Git / Code stdio

Orchestro

3.3/10
io.github.khaoss85/orchestro

Your AI Development Conductor - 60 MCP tools for intelligent task orchestration

4.5Reliab.
4.0Docs
3.5Maint.
1.0Adopt.
Git / Code stdio

Llng MCP

3.3/10
io.github.linagora/llng-mcp

Manage LemonLDAP::NG SSO instances: configuration, sessions, OIDC, SAML, 2FA.

4.5Reliab.
4.0Docs
3.5Maint.
1.0Adopt.
Git / Code stdio

Agent Guardrails

3.3/10
io.github.logi-cmd/agent-guardrails

Merge gates and safety checks for AI coding agents via MCP.

4.5Reliab.
4.0Docs
3.5Maint.
1.0Adopt.
Git / Code stdio

Powerbi Analyst MCP

3.3/10
io.github.mbrummerstedt/powerbi-analyst-mcp

Browse Power BI workspaces, run DAX queries, and page through large results.

4.5Reliab.
4.0Docs
3.5Maint.
1.0Adopt.
Git / Code stdio

Tw Cwa Weather MCP

3.3/10
io.github.nigue3025/tw-cwa-weather-mcp

Access Taiwan CWA weather data and forecasts for all counties and cities

4.5Reliab.
4.0Docs
3.5Maint.
1.0Adopt.
Git / Code stdio

Fintel Discovery

3.3/10
io.github.nikolayds/fintel-discovery

DEPRECATED — this server is no longer maintained.

4.5Reliab.
4.0Docs
3.5Maint.
1.0Adopt.
Git / Code stdio

Herald Vehicle Auction

3.3/10
io.github.pinz-byte/herald-vehicle-auction

Peru vehicle auction catalog and AVT market valuations for VMC Subastas

4.5Reliab.
4.0Docs
3.5Maint.
1.0Adopt.
Git / Code stdio

First Agentic Csa

3.3/10
io.github.ramalamadingdong/first-agentic-csa

FRC documentation MCP server for WPILib, REV, CTRE, Redux, and PhotonVision.

4.5Reliab.
4.0Docs
3.5Maint.
1.0Adopt.
Git / Code stdio

Avm MCP Server

3.3/10
io.github.stefanstranger/avm-mcp-server

Discover and explore Azure Verified Modules from the Bicep Public Registry

4.5Reliab.
4.0Docs
3.5Maint.
1.0Adopt.
Git / Code stdio

Stockfish MCP

3.3/10
io.github.stepbot/stockfish-mcp

A Stockfish MCP server to allow an LLM to play chess against Stockfish

4.5Reliab.
4.0Docs
3.5Maint.
1.0Adopt.
Git / Code stdio

Tickory MCP

3.3/10
io.github.tickory/tickory-mcp

Tickory MCP server for Binance scans, alert events, and explainability.

4.5Reliab.
4.0Docs
3.5Maint.
1.0Adopt.
Git / Code stdio

MCP Stata

3.3/10
io.github.tmonk/mcp-stata

A lightweight MCP server for Stata.

4.5Reliab.
4.0Docs
3.5Maint.
1.0Adopt.
Git / Code stdio

Satring MCP

3.3/10
io.github.toadlyBroodle/satring-mcp

Discover and compare L402 + x402 paid API services from satring.com

4.5Reliab.
4.0Docs
3.5Maint.
1.0Adopt.
Git / Code stdio

Apiiro

3.3/10
io.github.vardior9/apiiro

Ship software securely with an AI AppSec Agent

4.5Reliab.
4.0Docs
3.5Maint.
1.0Adopt.
Git / Code stdio

Policycheck

3.3/10
io.github.vibegpt/policycheck

AI seller verification and policy risk analysis for any online store.

4.5Reliab.
4.0Docs
3.5Maint.
1.0Adopt.
Git / Code stdio

Evidra

3.3/10
io.github.vitas/evidra

Evidra — Flight recorder for AI infrastructure agents

4.5Reliab.
4.0Docs
3.5Maint.
1.0Adopt.
Git / Code stdio

Hn MCP Server

3.3/10
io.github.wei/hn-mcp-server

Model Context Protocol server for HackerNews API access.

4.5Reliab.
4.0Docs
3.5Maint.
1.0Adopt.
Git / Code stdio

Akshare One MCP

3.3/10
io.github.zwldarren/akshare-one-mcp

MCP server that provides access to Chinese stock market data using akshare-one

4.5Reliab.
4.0Docs
3.5Maint.
1.0Adopt.
Git / Code stdio

Whiteboard

3.1/10
io.github.chenlidongorg/whiteboard

Whiteboard MCP server

4.5Reliab.
2.0Docs
3.5Maint.
2.0Adopt.
Git / Code streamable-http Remote
Remote →

Blockscholes MCP Server

3.1/10
io.github.tonymaynard97/blockscholes-mcp-server

NaN - DO not use, test.

4.5Reliab.
2.0Docs
3.5Maint.
2.0Adopt.
Git / Code streamable-http Remote
Remote →

Workmagic MCP

3.1/10
io.github.workmagicio/workmagic-mcp

WorkMagic MCP

4.5Reliab.
2.0Docs
3.5Maint.
2.0Adopt.
Git / Code streamable-http Remote
Remote →

Iceberg MCP Server

2.9/10
io.github.dragonejt/iceberg-mcp-server

MCP Server for Apache Iceberg

4.5Reliab.
2.0Docs
3.5Maint.
1.0Adopt.
Git / Code stdio

Crypto Bytes

2.9/10
io.github.mickymultani/crypto-bytes

Crypto Bytes MCP Server

4.5Reliab.
2.0Docs
3.5Maint.
1.0Adopt.
Git / Code stdio
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.