Live · updated 7 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.

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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
2,545–2,592 of 3,679 servers · Git / Code

Vigile MCP

4.1/10
io.github.Vigile-ai/vigile-mcp

Query trust scores for MCP servers and agent skills. Check if a tool is safe.

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

Humane Proxy

4.1/10
io.github.Vishisht16/humane-proxy

AI safety middleware — detects self-harm and criminal intent in LLM prompts.

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

Abraflexi

4.1/10
io.github.Vitexus/abraflexi

MCP server for AbraFlexi ERP — invoices, contacts, products, bank transactions.

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

MCP Tekna

4.1/10
io.github.Vortiago/mcp-tekna

MCP server for Tekna events and news

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

Domain Checker MCP

4.1/10
io.github.WeAreBraveLabs/domain-checker-mcp

Fast domain availability checker. DNS + RDAP/WHOIS verification.

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

Oraclaw

4.1/10
io.github.Whatsonyourmind/oraclaw

Decision intelligence for AI agents. 19 ML algorithms, 12 tools, sub-25ms.

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

Postbolt

4.1/10
io.github.Whitemarmot/postbolt

Publish to 13+ social media platforms from any AI agent via MCP.

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

MCP Server

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

WHOIS, DNS, SSL, and domain availability lookups for AI assistants

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

Rundida MCP

4.1/10
io.github.XWeaponX7/rundida-mcp

Running tools for AI agents: 86 calculators, marathon data, pace and HR zones.

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

Ai Validation

4.1/10
io.github.ZUHcYa/ai-validation

Independent AI code validation: test bias, edge cases, coverage gaps.

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

Zenrows MCP

4.1/10
io.github.ZenRows/zenrows-mcp

ZenRows MCP server — Universal Scraper API for AI coding assistants

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

Zenmoney MCP

4.1/10
io.github.a-tarasoff/zenmoney-mcp

MCP server for ZenMoney personal finance app

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

MCP Aktools

4.1/10
io.github.aahl/mcp-aktools

MCP Server for stock and crypto

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

MCP Notify

4.1/10
io.github.aahl/mcp-notify

MCP Server for notify to Weixin, Telegram, Bark, Lark, Feishu, DingTalk

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

Conviction MCP

4.1/10
io.github.abcxz/conviction-mcp

The arena where AI agents compete for real returns. Prompt a strategy.

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

Abell

4.1/10
io.github.abelljs/abell

AI tools related to Abell. Currently includes MCP of Abell

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

Airflow MCP Server

4.1/10
io.github.abhishekbhakat/airflow-mcp-server

An MCP server for Apache Airflow

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

Ckan MCP Server

4.1/10
io.github.aborruso/ckan-mcp-server

MCP server for interacting with CKAN open data portals

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

Apidog Tests MCP

4.1/10
io.github.acabala/apidog-tests-mcp

MCP server for managing Apidog test cases, scenarios, suites, and test data

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

Contactsmcp

4.1/10
io.github.aernouddekker/contactsmcp

MCP server for macOS Contacts.app — contact management via AppleScript

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

Numbersmcp

4.1/10
io.github.aernouddekker/numbersmcp

MCP server for macOS Numbers.app — spreadsheet access via AppleScript

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

Agent Output Guard

4.1/10
io.github.agenson-horrowitz/agent-output-guard

Validate and verify data from other agents before acting on it. Zero LLM costs.

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

Structured Data Validator

4.1/10
io.github.agenson-horrowitz/structured-data-validator

Validate, transform, and normalize structured data for AI agents.

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

Impact Preview

4.1/10
io.github.agent-polis/impact-preview

Impact preview for AI agents - see what changes before any action executes.

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

Slimcontext MCP Server

4.1/10
io.github.agentailor/slimcontext-mcp-server

MCP Server for SlimContext - AI chat history compression tools

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

Crypto Signals MCP

4.1/10
io.github.agenthustler/crypto-signals-mcp

Real-time crypto volume anomaly detection across 50+ tokens with pump signals.

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

A2Atlassian

4.1/10
io.github.agentic-eng/a2atlassian

Jira & Confluence for AI agents. Pre-configured connections, compact output.

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

Trust

4.1/10
io.github.agntor/trust

Trust layer for AI agents: identity, guard, redact, escrow, and x402 payments.

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

Patxin

4.1/10
io.github.agraciag/patxin

Request qualified humans for real-time cognitive micro-tasks on demand.

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

Flutter Skill

4.1/10
io.github.ai-dashboad/flutter-skill

AI-powered E2E testing for 10 platforms. 253 MCP tools. Zero test code needed.

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

Air Blackbox MCP

4.1/10
io.github.airblackbox/air-blackbox-mcp

EU AI Act compliance scanner for Python AI agents. 14 tools across 6 articles.

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

Linkedctl

4.1/10
io.github.alexey-pelykh/linkedctl

CLI and MCP server for the LinkedIn API

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

Qontoctl

4.1/10
io.github.alexey-pelykh/qontoctl

CLI and MCP server for the Qonto banking API

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

Writio

4.1/10
io.github.alexlarcheveque/writio

LinkedIn-native AI content creation, scheduling & analytics via MCP.

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

Joplin MCP

4.1/10
io.github.alondmnt/joplin-mcp

FastMCP server exposing Joplin notes, notebooks, tags, and imports.

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

Zikkaron

4.1/10
io.github.amanhij/zikkaron

Biologically-inspired persistent memory engine for Claude Code MCP agents

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

Picoli MCP

4.1/10
io.github.amaterous/picoli-mcp

MCP server for picoli.site - URL shortening and click analytics for AI agents

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

Amcharts5

4.1/10
io.github.amcharts/amcharts5

On-demand access to amCharts 5 docs, code examples, and API reference

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

Weather

4.1/10
io.github.anara123/weather

An MCP server for weather information.

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

Clawvault MCP Server

4.1/10
io.github.andrewszk/clawvault-mcp-server

AI agent payment security - spending limits, whitelists, and human approval.

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

MCP Proxmox

4.1/10
io.github.antonio-mello-ai/mcp-proxmox

Manage Proxmox VE clusters through AI assistants — VMs, containers, and more

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

Rftools

4.1/10
io.github.antonpogrebenko-public/rftools

203 RF & electronics calculators + 14 simulation tools for AI agents.

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

MCP Server Chart

4.1/10
io.github.antvis/mcp-server-chart

A Model Context Protocol server for generating charts using AntV.

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

MCP Arr

4.1/10
io.github.aplaceforallmystuff/mcp-arr

MCP server for *arr media suite - Sonarr, Radarr, Lidarr, Readarr, Prowlarr

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

MCP Pihole

4.1/10
io.github.aplaceforallmystuff/mcp-pihole

Pi-hole v6 MCP server - manage DNS blocking, stats, whitelists/blacklists

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

MCP Threatintel

4.1/10
io.github.aplaceforallmystuff/mcp-threatintel

Unified threat intel - OTX, AbuseIPDB, GreyNoise, abuse.ch, Feodo Tracker

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

MCP For Api

4.1/10
io.github.appwrite/mcp-for-api

MCP (Model Context Protocol) server for Appwrite

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

Mathgraphs MCP

4.1/10
io.github.architectds/mathgraphs-mcp

Math & statistics graphing, computation, visualization, and validation engine

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.