Live · updated 10 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
4,129–4,176 of 6,373 servers · Git / Code

Api Perf Analyzer

4.3/10
io.github.lazymac2x/api-perf-analyzer

Cloudflare Workers MCP server: api-perf-analyzer

6.5Reliab.
5.0Docs
3.5Maint.
2.0Adopt.
Git / Code Rust streamable-http Remote
Repo → Remote →

Api Request Deduplicator

4.3/10
io.github.lazymac2x/api-request-deduplicator

Cloudflare Workers MCP server: api-request-deduplicator

6.5Reliab.
5.0Docs
3.5Maint.
2.0Adopt.
Git / Code Rust streamable-http Remote
Repo → Remote →

Api Response Cost Analyzer

4.3/10
io.github.lazymac2x/api-response-cost-analyzer

Cloudflare Workers MCP server: api-response-cost-analyzer

6.5Reliab.
5.0Docs
3.5Maint.
2.0Adopt.
Git / Code Rust streamable-http Remote
Repo → Remote →

Api Schema Drift Detector

4.3/10
io.github.lazymac2x/api-schema-drift-detector

Cloudflare Workers MCP server: api-schema-drift-detector

6.5Reliab.
5.0Docs
3.5Maint.
2.0Adopt.
Git / Code Rust streamable-http Remote
Repo → Remote →

Blog

4.3/10
io.github.lazymac2x/blog

Cloudflare Workers MCP server: blog

6.5Reliab.
5.0Docs
3.5Maint.
2.0Adopt.
Git / Code Rust streamable-http Remote
Repo → Remote →

Citation Verifier

4.3/10
io.github.lazymac2x/citation-verifier

Cloudflare Workers MCP server: citation-verifier

6.5Reliab.
5.0Docs
3.5Maint.
2.0Adopt.
Git / Code Rust streamable-http Remote
Repo → Remote →

Claude Skill Validator

4.3/10
io.github.lazymac2x/claude-skill-validator

Cloudflare Workers MCP server: claude-skill-validator

6.5Reliab.
5.0Docs
3.5Maint.
2.0Adopt.
Git / Code Rust streamable-http Remote
Repo → Remote →

Code Explainer

4.3/10
io.github.lazymac2x/code-explainer

Cloudflare Workers MCP server: code-explainer

6.5Reliab.
5.0Docs
3.5Maint.
2.0Adopt.
Git / Code Rust streamable-http Remote
Repo → Remote →

Code Pattern Risk Scanner

4.3/10
io.github.lazymac2x/code-pattern-risk-scanner

Cloudflare Workers MCP server: code-pattern-risk-scanner

6.5Reliab.
5.0Docs
3.5Maint.
2.0Adopt.
Git / Code Rust streamable-http Remote
Repo → Remote →

Color Palette

4.3/10
io.github.lazymac2x/color-palette

Cloudflare Workers MCP server: color-palette

6.5Reliab.
5.0Docs
3.5Maint.
2.0Adopt.
Git / Code Rust streamable-http Remote
Repo → Remote →

Cron Collision Detector

4.3/10
io.github.lazymac2x/cron-collision-detector

Cloudflare Workers MCP server: cron-collision-detector

6.5Reliab.
5.0Docs
3.5Maint.
2.0Adopt.
Git / Code Rust streamable-http Remote
Repo → Remote →

Cron Monitor

4.3/10
io.github.lazymac2x/cron-monitor

Cloudflare Workers MCP server: cron-monitor

6.5Reliab.
5.0Docs
3.5Maint.
2.0Adopt.
Git / Code Rust streamable-http Remote
Repo → Remote →

Cron Parser

4.3/10
io.github.lazymac2x/cron-parser

Cloudflare Workers MCP server: cron-parser

6.5Reliab.
5.0Docs
3.5Maint.
2.0Adopt.
Git / Code Rust streamable-http Remote
Repo → Remote →

Crypto Signal

4.3/10
io.github.lazymac2x/crypto-signal

Cloudflare Workers MCP server: crypto-signal

6.5Reliab.
5.0Docs
3.5Maint.
2.0Adopt.
Git / Code Rust streamable-http Remote
Repo → Remote →

Data Transform

4.3/10
io.github.lazymac2x/data-transform

Cloudflare Workers MCP server: data-transform

6.5Reliab.
5.0Docs
3.5Maint.
2.0Adopt.
Git / Code Rust streamable-http Remote
Repo → Remote →

Diff Patch Tools

4.3/10
io.github.lazymac2x/diff-patch-tools

Cloudflare Workers MCP server: diff-patch-tools

6.5Reliab.
5.0Docs
3.5Maint.
2.0Adopt.
Git / Code Rust streamable-http Remote
Repo → Remote →

Domain Intel

4.3/10
io.github.lazymac2x/domain-intel

Cloudflare Workers MCP server: domain-intel

6.5Reliab.
5.0Docs
3.5Maint.
2.0Adopt.
Git / Code Rust streamable-http Remote
Repo → Remote →

Email Validator

4.3/10
io.github.lazymac2x/email-validator

Cloudflare Workers MCP server: email-validator

6.5Reliab.
5.0Docs
3.5Maint.
2.0Adopt.
Git / Code Rust streamable-http Remote
Repo → Remote →

Env Blueprint Validator

4.3/10
io.github.lazymac2x/env-blueprint-validator

Cloudflare Workers MCP server: env-blueprint-validator

6.5Reliab.
5.0Docs
3.5Maint.
2.0Adopt.
Git / Code Rust streamable-http Remote
Repo → Remote →

Font Metadata

4.3/10
io.github.lazymac2x/font-metadata

Cloudflare Workers MCP server: font-metadata

6.5Reliab.
5.0Docs
3.5Maint.
2.0Adopt.
Git / Code Rust streamable-http Remote
Repo → Remote →

Form Backend

4.3/10
io.github.lazymac2x/form-backend

Cloudflare Workers MCP server: form-backend

6.5Reliab.
5.0Docs
3.5Maint.
2.0Adopt.
Git / Code Rust streamable-http Remote
Repo → Remote →

Govdata Korea

4.3/10
io.github.lazymac2x/govdata-korea

Cloudflare Workers MCP server: govdata-korea

6.5Reliab.
5.0Docs
3.5Maint.
2.0Adopt.
Git / Code Rust streamable-http Remote
Repo → Remote →

Graphql Dos Shield

4.3/10
io.github.lazymac2x/graphql-dos-shield

Cloudflare Workers MCP server: graphql-dos-shield

6.5Reliab.
5.0Docs
3.5Maint.
2.0Adopt.
Git / Code Rust streamable-http Remote
Repo → Remote →

Graphql Rest Bridge

4.3/10
io.github.lazymac2x/graphql-rest-bridge

Cloudflare Workers MCP server: graphql-rest-bridge

6.5Reliab.
5.0Docs
3.5Maint.
2.0Adopt.
Git / Code Rust streamable-http Remote
Repo → Remote →

Interactive Api Playground

4.3/10
io.github.lazymac2x/interactive-api-playground

Cloudflare Workers MCP server: interactive-api-playground

6.5Reliab.
5.0Docs
3.5Maint.
2.0Adopt.
Git / Code Rust streamable-http Remote
Repo → Remote →

Llm Output Quality Monitor

4.3/10
io.github.lazymac2x/llm-output-quality-monitor

Cloudflare Workers MCP server: llm-output-quality-monitor

6.5Reliab.
5.0Docs
3.5Maint.
2.0Adopt.
Git / Code Rust streamable-http Remote
Repo → Remote →

Agentverse Memory

4.3/10
io.github.fetchai/agentverse-memory

Graph-native persistent memory for AI agents — 33 MCP tools, zero-LLM writes.

6.5Reliab.
5.0Docs
3.5Maint.
2.0Adopt.
Git / Code streamable-http Remote
Repo → Remote →

Gengeo

4.3/10
io.github.warwickwood-cell/gengeo

Merchant verification for AI shopping agents.

6.5Reliab.
5.0Docs
3.5Maint.
2.0Adopt.
Git / Code streamable-http Remote
Repo → Remote →

Codexrunledger MCP

4.3/10
com.clauxel.codexrunledger/codexrunledger-mcp

Codex run receipts your reviewer can trust.

6.5Reliab.
5.0Docs
3.5Maint.
2.0Adopt.
Git / Code Rust streamable-http Remote
Repo → Remote →

Amazon Dsp MCP

4.3/10
io.github.cesteral/amazon-dsp-mcp

Amazon DSP management — CRUD, async reports, targeting, and audience management

6.5Reliab.
5.0Docs
3.5Maint.
2.0Adopt.
Git / Code streamable-http Remote
Repo → Remote →

Tiktok MCP

4.3/10
io.github.cesteral/tiktok-mcp

TikTok Ads management — CRUD, async reports, targeting, and media uploads

6.5Reliab.
5.0Docs
3.5Maint.
2.0Adopt.
Git / Code streamable-http Remote
Repo → Remote →

Ttd MCP

4.3/10
io.github.cesteral/ttd-mcp

The Trade Desk management — CRUD, GraphQL, bulk ops, and async reports

6.5Reliab.
5.0Docs
3.5Maint.
2.0Adopt.
Git / Code streamable-http Remote
Repo → Remote →

Zoom Team Chat

4.3/10
io.github.zoom/zoom-team-chat

Zoom Team Chat server for channels, messages, contacts, and chat collaboration.

6.5Reliab.
5.0Docs
3.5Maint.
2.0Adopt.
Git / Code streamable-http Remote
Repo → Remote →

Gatecheck

4.3/10
io.github.LarryLemonBot/gatecheck

Preflight checks for paid x402 and MCP tools before marketplace listing.

6.5Reliab.
5.0Docs
3.5Maint.
2.0Adopt.
Git / Code streamable-http Remote
Repo → Remote →

Resultrail

4.3/10
io.github.LarryLemonBot/resultrail

Pay-per-success public data result packs for AI agents.

6.5Reliab.
5.0Docs
3.5Maint.
2.0Adopt.
Git / Code streamable-http Remote
Repo → Remote →

Signal Desk

4.3/10
io.github.LarryLemonBot/signal-desk

Low-cost decision layer before high-stakes agent-tool spend.

6.5Reliab.
5.0Docs
3.5Maint.
2.0Adopt.
Git / Code streamable-http Remote
Repo → Remote →

Nordic Data

4.3/10
io.github.Mnymann/nordic-data

Company, KYB, VAT, sanctions, LEI and address data for 15 EU countries.

6.5Reliab.
5.0Docs
3.5Maint.
2.0Adopt.
Git / Code streamable-http Remote
Repo → Remote →

Holiday Photo Plus

4.3/10
io.github.holiday-forever/holiday-photo-plus

Show holiday photos from Vercel Blob inline in Claude chats.

6.5Reliab.
5.0Docs
3.5Maint.
2.0Adopt.
Git / Code streamable-http Remote
Repo → Remote →

MCP Server

4.3/10
io.github.xerno42/helldivers2-mcp

MCP server exposing live Helldivers 2 galactic war data.

6.5Reliab.
5.0Docs
3.5Maint.
2.0Adopt.
Git / Code Rust streamable-http Remote
Repo → Remote →

Who Gho MCP Server

4.3/10
io.github.cyanheads/who-gho-mcp-server

WHO Global Health Observatory — 3,059 indicators across 194 member states.

6.5Reliab.
5.0Docs
3.5Maint.
2.0Adopt.
Git / Code Rust streamable-http Remote
Repo → Remote →

Google Play MCP

4.3/10
io.github.AgiMaulana/google-play-mcp

Google Play release lifecycle: tracks, testers, rollout, and Android Vitals.

6.5Reliab.
6.0Docs
3.5Maint.
1.0Adopt.
Git / Code stdio
Repo → Website →

MCP Statcan

4.3/10
io.github.Aryan-Jhaveri/mcp-statcan

Access Statistics Canada data via the Web Data Services API

6.5Reliab.
6.0Docs
3.5Maint.
1.0Adopt.
Git / Code stdio
Repo → Website →

Hashlock MCP

4.3/10
io.github.BarisSozen/hashlock-mcp

OTC crypto trading with HTLC atomic settlement on Ethereum and Bitcoin

6.5Reliab.
6.0Docs
3.5Maint.
1.0Adopt.
Git / Code stdio
Repo → Website →

Teamcity

4.3/10
io.github.Daghis/teamcity

MCP server exposing JetBrains TeamCity CI/CD workflows to AI coding assistants

6.5Reliab.
6.0Docs
3.5Maint.
1.0Adopt.
Git / Code stdio
Repo → Website →

MCP Debugger

4.3/10
io.github.Digital-Defiance/mcp-debugger

Node.js and TypeScript debugging with 25+ tools for AI agents

6.5Reliab.
6.0Docs
3.5Maint.
1.0Adopt.
Git / Code TypeScript stdio
Repo → Website →

MCP Process

4.3/10
io.github.Digital-Defiance/mcp-process

Process management and monitoring for AI agents with strict security boundaries

6.5Reliab.
6.0Docs
3.5Maint.
1.0Adopt.
Git / Code stdio
Repo → Website →

MCP Screenshot

4.3/10
io.github.Digital-Defiance/mcp-screenshot

Screenshot capture with PII masking and cross-platform support for AI agents

6.5Reliab.
6.0Docs
3.5Maint.
1.0Adopt.
Git / Code stdio
Repo → Website →

Ontomics

4.3/10
io.github.EtienneChollet/ontomics

Index your codebase's domain knowledge. 20x fewer tokens, 10x faster.

6.5Reliab.
6.0Docs
3.5Maint.
1.0Adopt.
Git / Code stdio
Repo → Website →
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.