Live · updated 11 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
4,081–4,128 of 6,373 servers · Git / Code

Justicelibre

4.3/10
io.github.Dahliyaal/justicelibre

Free access to ~1M French administrative court decisions via MCP

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

MCP Us Business Data

4.3/10
io.github.avabuildsdata/mcp-us-business-data

US public business data tools for KYB, permits, and local leads.

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

Openakashic

4.3/10
io.github.szara7678/openakashic

Shared long-term memory vault for AI agents with 20 MCP tools.

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

Socializioz Chatgpt MCP

4.3/10
io.github.RuyaaCapital-admin/socializioz-chatgpt-mcp

Thin remote MCP server for Socializioz phase-1 ChatGPT workflows.

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

Etapa MCP

4.3/10
io.github.rhoneybul/etapa-mcp

AI cycling coach — training plans and beginner guidance via the Etapa API.

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

Agentphone

4.3/10
io.github.AgentPhone-AI/agentphone

Give AI agents real phone numbers, messages, and voice calls via MCP.

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

Trenchfu MCP

4.3/10
io.github.WizzyDev/trenchfu-mcp

Intelligence marketplace on Solana — 86 tools, 168+ endpoints, per-call USDC.

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

Fix Parser

4.3/10
io.github.onikora/fix-parser

Remote MCP server for parsing FIX messages into UFO, FFE, and sequence outputs.

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

Intentweave MCP

4.3/10
io.github.moukati/intentweave-mcp

Hosted MCP for verified B2B lead campaigns with success-only billing.

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

Nynch

4.3/10
io.github.peterod99/nynch

CRM, relationship intelligence, and multi-agent orchestration for AI agents.

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

Paid Ads

4.3/10
io.github.connected-paths/paid-ads

Hosted MCP server for Google Ads and LinkedIn Ads analysis.

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

Api Quant M2M

4.3/10
io.github.Quant-M2M/API-Quant-M2M

Web scraping and crypto price oracle MCP. Pay 1 USDC on Base for 1h access.

6.5Reliab.
5.0Docs
3.5Maint.
2.0Adopt.
Git / Code sse Remote
Repo → Remote →

Adsmcp

4.3/10
io.github.Adgentek/adsmcp

MCP-native ad server. Monetize AI chatbots and agents with conversational ads.

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

Canyougrab

4.3/10
io.github.einiba/canyougrab

Confidence-scored domain availability checking for AI agents via CanYouGrab.it

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

Outdooriq MCP

4.3/10
io.github.bch1212/outdooriq-mcp

Paid MCP for fishing/lake/stocking intelligence — 72k+ US lakes, 293k+ events.

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

Oracle

4.3/10
io.github.Whawi/oracle

Ground truth operational layer for urban transfers in LatAm.

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

K Work Trust

4.3/10
io.github.hycore220/k-work-trust

Korean business record validation and workflow safety gates for AI agents.

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

Delora MCP

4.3/10
io.github.DeloraProtocol/delora-mcp

Delora MCP server for cross-chain quotes, supported chains, tokens, and tools.

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

Publish Access Test 1778815297

4.3/10
io.github.syvb/publish-access-test-1778815297

This is just a test :)) ignroe me

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

Chemical Safety

4.3/10
io.github.rootsbymenda/chemical-safety

Chemical hazard lookup: SVHC, GHS, NIOSH, ICSC. 468K classifications. Free.

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

Cosmetic Regulatory

4.3/10
io.github.rootsbymenda/cosmetic-regulatory

Cosmetic safety: NOAEL, MoS, SCCS, 12 jurisdictions. 30K ingredients. Free.

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

Callable

4.3/10
io.github.CCSTT-dev/callable

API for AI agents to delegate tasks to real humans.

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

A11Y Scorer

4.3/10
io.github.lazymac2x/a11y-scorer

Cloudflare Workers MCP server: a11y-scorer

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

Agent Loop Detector

4.3/10
io.github.lazymac2x/agent-loop-detector

Cloudflare Workers MCP server: agent-loop-detector

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

Agent Memory

4.3/10
io.github.lazymac2x/agent-memory

Cloudflare Workers MCP server: agent-memory

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

Agent Trace Auditor

4.3/10
io.github.lazymac2x/agent-trace-auditor

Cloudflare Workers MCP server: agent-trace-auditor

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

Agent Workflow Engine

4.3/10
io.github.lazymac2x/agent-workflow-engine

Cloudflare Workers MCP server: agent-workflow-engine

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

Ai Agent Scratchpad

4.3/10
io.github.lazymac2x/ai-agent-scratchpad

Cloudflare Workers MCP server: ai-agent-scratchpad

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

Ai Budget Planner

4.3/10
io.github.lazymac2x/ai-budget-planner

Cloudflare Workers MCP server: ai-budget-planner

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

Ai Changelog Writer

4.3/10
io.github.lazymac2x/ai-changelog-writer

Cloudflare Workers MCP server: ai-changelog-writer

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

Ai Cost Optimizer

4.3/10
io.github.lazymac2x/ai-cost-optimizer

Cloudflare Workers MCP server: ai-cost-optimizer

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

Ai Crawler Policy

4.3/10
io.github.lazymac2x/ai-crawler-policy

Cloudflare Workers MCP server: ai-crawler-policy

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

Ai Eval

4.3/10
io.github.lazymac2x/ai-eval

Cloudflare Workers MCP server: ai-eval

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

Ai Gateway

4.3/10
io.github.lazymac2x/ai-gateway

Cloudflare Workers MCP server: ai-gateway

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

Ai Guardrails

4.3/10
io.github.lazymac2x/ai-guardrails

Cloudflare Workers MCP server: ai-guardrails

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

Ai Model Router

4.3/10
io.github.lazymac2x/ai-model-router

Cloudflare Workers MCP server: ai-model-router

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

Ai Prompt Optimizer

4.3/10
io.github.lazymac2x/ai-prompt-optimizer

Cloudflare Workers MCP server: ai-prompt-optimizer

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

Ai Provider Status

4.3/10
io.github.lazymac2x/ai-provider-status

Cloudflare Workers MCP server: ai-provider-status

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

Ai Rate Limit Tracker

4.3/10
io.github.lazymac2x/ai-rate-limit-tracker

Cloudflare Workers MCP server: ai-rate-limit-tracker

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

Ai Token Counter

4.3/10
io.github.lazymac2x/ai-token-counter

Cloudflare Workers MCP server: ai-token-counter

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

Api Changelog Tracker

4.3/10
io.github.lazymac2x/api-changelog-tracker

Cloudflare Workers MCP server: api-changelog-tracker

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

Api Composition Gateway

4.3/10
io.github.lazymac2x/api-composition-gateway

Cloudflare Workers MCP server: api-composition-gateway

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

Api Contract Validator

4.3/10
io.github.lazymac2x/api-contract-validator

Cloudflare Workers MCP server: api-contract-validator

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

Api Diff Monitor

4.3/10
io.github.lazymac2x/api-diff-monitor

Cloudflare Workers MCP server: api-diff-monitor

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

Api Flow Analyzer

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

Cloudflare Workers MCP server: api-flow-analyzer

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

Api Landing

4.3/10
io.github.lazymac2x/api-landing

Cloudflare Workers MCP server: api-landing

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

Api Mock Server

4.3/10
io.github.lazymac2x/api-mock-server

Cloudflare Workers MCP server: api-mock-server

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

Api Payload Auditor

4.3/10
io.github.lazymac2x/api-payload-auditor

Cloudflare Workers MCP server: api-payload-auditor

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