Live · updated 1 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
2,833–2,880 of 3,679 servers · Git / Code

Fanout

4.1/10
io.github.houtini-ai/fanout

Multi-URL comparative content analysis with topical gap detection

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

Fmp

4.1/10
io.github.houtini-ai/fmp

Access financial data and market information via Financial Modeling Prep API

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

Squad Up

4.1/10
io.github.hrandhawa02/squad_up

Create events, add invitees, manage potlucks and carpools via natural language.

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

Feishu Markdown MCP

4.1/10
io.github.huandu/feishu-markdown-mcp

MCP server for Feishu Markdown

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

Heliospice

4.1/10
io.github.huangzesen/heliospice

Spacecraft ephemeris made easy — auto-managed SPICE kernels for heliophysics

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

Xhelio Spice

4.1/10
io.github.huangzesen/xhelio-spice

Spacecraft ephemeris made easy — auto-managed SPICE kernels for heliophysics

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

MCP Server

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

AI text detection and humanization for Claude Code, Cursor, and Windsurf.

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

MCP Server

4.1/10
io.github.hummingbot/mcp

MCP server exposing Hummingbot API for automated multi-exchange trading

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

Apex

4.1/10
io.github.hunterpercival/apex

APEX — AI operating system for founders. Join waitlist or request a demo.

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

Huoshui File Converter

4.1/10
io.github.huoshuiai42/huoshui-file-converter

An MCP server that provides document format conversion

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

Huoshui Pdf Converter

4.1/10
io.github.huoshuiai42/huoshui-pdf-converter

An MCP server that provides PDF file conversion

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

Huoshui Pdf Translator

4.1/10
io.github.huoshuiai42/huoshui-pdf-translator

An MCP server that provides PDF translation service

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

MCP Hydrolix

4.1/10
io.github.hydrolix/mcp-hydrolix

An MCP server to query Hydrolix

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

MCP Server Tauri

4.1/10
io.github.hypothesi/mcp-server-tauri

A Model Context Protocol server for use with Tauri v2 applications

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

Memex

4.1/10
io.github.iamtouchskyer/memex

Zettelkasten-based agent memory system with bidirectional links

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

Precision Desktop

4.1/10
io.github.ikoskela/precision-desktop

Fixes DPI coordinate scaling for Windows desktop automation MCP servers.

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

MCP Server

4.1/10
io.github.index9-org/mcp

Up-to-date model data for AI coding assistants.

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

Uniprof

4.1/10
io.github.indragiek/uniprof

Universal CPU profiler designed for humans and AI agents

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

Instagit

4.1/10
io.github.instagitai/instagit

MCP server for Instagit — AI-powered Git repository analysis for coding agents

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

Intenttext MCP

4.1/10
io.github.intenttext/intenttext-mcp

Parse, validate, query, and render IntentText (.it) documents for AI agents

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

MCP Server Zotero Dev

4.1/10
io.github.introfini/mcp-server-zotero-dev

MCP server enabling AI assistants to build, test, and debug Zotero plugins

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

Arxiv MCP

4.1/10
io.github.iowarp/arxiv-mcp

ArXiv MCP server implementation using Model Context Protocol

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

Chronolog MCP

4.1/10
io.github.iowarp/chronolog-mcp

ChronoLog MCP server implementation using Model Context Protocol

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

Compression MCP

4.1/10
io.github.iowarp/compression-mcp

Compression MCP server implementation using Model Context Protocol

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

MCP Server

4.1/10
io.github.iowarp/hdf5-mcp

HDF5 FastMCP - Scientific Data Access for AI Agents | CLIO Kit MCP Server

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

Paraview MCP

4.1/10
io.github.iowarp/paraview-mcp

MCP server for ParaView scientific visualization

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

Plot MCP

4.1/10
io.github.iowarp/plot-mcp

MCP server for advanced data visualization and plotting operations

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

Slurm MCP

4.1/10
io.github.iowarp/slurm-mcp

MCP server for Slurm workload management and HPC job scheduling

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

Mulmocast Vision

4.1/10
io.github.isamu/mulmocast-vision

Easy and stylish presentation slide generator.

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

Btcmcp

4.1/10
io.github.iworkist/btcmcp

An MCP server that provides Bitcoin price data from Binance API

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

Aruba Email

4.1/10
io.github.jackfioru92/aruba-email

MCP server for Aruba email and calendar via IMAP/SMTP/CalDAV

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

Fortnox

4.1/10
io.github.jakobwennberg/fortnox

MCP server for Fortnox Swedish accounting API integration

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

MCP Drawthings

4.1/10
io.github.james-see/mcp-drawthings

MCP server for Draw Things - local AI image generation on Mac

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

Monarch MCP

4.1/10
io.github.jamiew/monarch-mcp

Access Monarch financial data — accounts, transactions, budgets, and more

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

Inventpay MCP

4.1/10
io.github.jams24/inventpay-mcp

Manage crypto payments, stores, digital products, and orders via InventPay

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

Weather MCP Server

4.1/10
io.github.jaredco-ai/weather-mcp-server

Fast - accurate weather conditions and forecasts by city or coordinates.

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

Oci Pricing MCP

4.1/10
io.github.jasonwilbur/oci-pricing-mcp

Oracle Cloud Infrastructure pricing data with cost calculators and comparisons

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

Getpronto

4.1/10
io.github.jaygould/getpronto

Upload, transform, and manage images on Get Pronto from AI agents.

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

Homebase

4.1/10
io.github.jazib/homebase

School district lookup, PA EIT tax rates, and mortgage affordability calculator

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

Market Intelligence MCP

4.1/10
io.github.jbrand0n/market-intelligence-mcp

Recession probability, capital rotation scoring, and economic data API

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

MCP Alertmanager

4.1/10
io.github.jeanlopezxyz/mcp-alertmanager

A Model Context Protocol (MCP) server for Prometheus Alertmanager

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

MCP Prometheus

4.1/10
io.github.jeanlopezxyz/mcp-prometheus

A Model Context Protocol (MCP) server for Prometheus monitoring

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

Tokencost Dev

4.1/10
io.github.jeff-atriumn/tokencost-dev

LLM pricing oracle — model lookup, cost estimation, and comparison via LiteLLM

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

Eu Audit MCP

4.1/10
io.github.jellewas/eu-audit-mcp

Tamper-evident audit trail MCP server for EU AI Act & GDPR compliance.

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

Cookwith MCP

4.1/10
io.github.jkakar/cookwith-mcp

AI-powered recipe generation and transformation tools by Cookwith

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

Recipe MCP

4.1/10
io.github.jkakar/recipe-mcp

Generate and remix recipes using cookwith.co

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

MCP Bear

4.1/10
io.github.jkawamoto/mcp-bear

A MCP server for interacting with Bear note-taking software.

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

MCP Florence2

4.1/10
io.github.jkawamoto/mcp-florence2

An MCP server for processing images using Florence-2

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.