Live · updated 19 hr ago 42,396 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 42,396
Categories 18
Official Servers 0
Remote-Hosted 27,237

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 All42,396 Git / Code23173 Other8959 Search4701 Filesystem1778 Database808 Finance653 AI / ML437 Email414 Calendar327 Cloud230 Browser181 Analytics169 Design167 Docs109 Communication95 DevOps94 Web Scraping78 Productivity23
34,321–34,368 of 42,396 servers

Web

4.1/10
si.fourzerotwo/web

Read any public page as markdown, link previews, URL safety, page audits, domain availability and…

4.5Reliab.
7.0Docs
3.5Maint.
2.0Adopt.
Other streamable-http Remote
Website → Remote →

Tao Reach Home

4.1/10
site.chatgpt.hendrixerceg.tao-reach-home/tao-reach-home

T.A.O. — Reach home. Signed agent check-ins and a public roster; no agent execution.

4.5Reliab.
7.0Docs
3.5Maint.
2.0Adopt.
Other streamable-http Remote
Website → Remote →

Waypoint

4.1/10
site.chatgpt.youssefelshaarawy.agent-net-observatory/waypoint

Useful public tools, sourced notes and opt-in research into discovery and agent cooperation.

4.5Reliab.
7.0Docs
3.5Maint.
2.0Adopt.
Search streamable-http Remote
Website → Remote →

Rank1

4.1/10
so.rank1/rank1

Find relevant customer conversations, review reply drafts, and plan content with Rank1.

4.5Reliab.
7.0Docs
3.5Maint.
2.0Adopt.
Other streamable-http Remote
Website → Remote →

Aidata

4.1/10
stream.aidata/aidata

Google Analytics, Search Console, Ads, CRM, Cloudflare and more for your sites, from your own AI.

4.5Reliab.
7.0Docs
3.5Maint.
2.0Adopt.
Search streamable-http Remote
Website → Remote →

Site Search

4.1/10
stream.aidata/site-search

Read-only search over the aidata.stream documentation, blog, changelog, pricing and FAQ.

4.5Reliab.
7.0Docs
3.5Maint.
2.0Adopt.
Search streamable-http Remote
Website → Remote →

Crimp

4.1/10
studio.crimp/crimp

Plan DC electrical systems: find components, calculate circuits, check designs and create drafts.

4.5Reliab.
7.0Docs
3.5Maint.
2.0Adopt.
Design streamable-http Remote
Website → Remote →

Varexis Index

4.1/10
tech.varexis/varexis-index

Read-only evidence discovery and advisory previews for VAREXIS-INDEX; no advice or authority.

4.5Reliab.
7.0Docs
3.5Maint.
2.0Adopt.
Other streamable-http Remote
Website → Remote →

Suggestionbox

4.1/10
tips.suggestionbox/suggestionbox

Leave a private suggestion, problem or compliment for any business. Only the business reads it.

4.5Reliab.
7.0Docs
3.5Maint.
2.0Adopt.
Other streamable-http Remote
Website → Remote →

Clarity Today

4.1/10
today.theclarity/clarity-today

Clarity Today's briefing, latest stories by desk, search and full source-linked stories.

4.5Reliab.
7.0Docs
3.5Maint.
2.0Adopt.
Search streamable-http Remote
Website → Remote →

Website Feedback Tool

4.1/10
tools.websitefeedback/website-feedback-tool

Read visual design reviews from live web pages: comments, CSS selectors, styles, console errors.

4.5Reliab.
7.0Docs
3.5Maint.
2.0Adopt.
Design streamable-http Remote
Website → Remote →

Dr Novo

4.1/10
trade.novo-options/dr-novo

Dealer gamma maps for SPY, QQQ, IWM and 90+ cryptos, plus NoVo's own session record. 20 free tools.

4.5Reliab.
7.0Docs
3.5Maint.
2.0Adopt.
Other streamable-http Remote
Website → Remote →

Fourth Take Studio

4.1/10
uk.slate-hq.registry/fourth-take-studio

Explore Fourth Take feeds and Subjects, work on private Thread drafts, and use Studio.

4.5Reliab.
7.0Docs
3.5Maint.
2.0Adopt.
Other streamable-http Remote
Website → Remote →

Investors

4.1/10
vc.investorlists/investors

Person-checked US VC firms and startup investors with verified work emails and LinkedIn profiles.

4.5Reliab.
7.0Docs
3.5Maint.
2.0Adopt.
Filesystem Rust streamable-http Remote
Website → Remote →

Asof

4.1/10
xyz.asof/asof

Historical crypto wallet holdings, valuations and CSV exports. OAuth; paid own-wallet scans.

4.5Reliab.
7.0Docs
3.5Maint.
2.0Adopt.
Other streamable-http Remote
Website → Remote →

Asof Demo

4.1/10
xyz.asof/asof-demo

No-sign-up demo: recorded historical crypto wallet holdings, prices and CSV exports. Fixed examples.

4.5Reliab.
7.0Docs
3.5Maint.
2.0Adopt.
Other streamable-http Remote
Website → Remote →

Offers

4.1/10
xyz.forsale/offers

Make price offers on Shopify products; get counters, single-use codes and checkout links.

4.5Reliab.
7.0Docs
3.5Maint.
2.0Adopt.
Git / Code Rust streamable-http Remote
Website → Remote →

Connect

4.1/10
xyz.sentio/connect

Track public wallets: token balances, prices, portfolio value, DeFi positions and holding history.

4.5Reliab.
7.0Docs
3.5Maint.
2.0Adopt.
Other streamable-http Remote
Website → Remote →

Contextlayer MCP

4.1/10
ai.autoblocks/contextlayer-mcp

Personal context management for AI assistants

6.5Reliab.
5.0Docs
3.5Maint.
1.0Adopt.
Other stdio
Repo →

Ctxl

4.1/10
ai.autoblocks/ctxl

Personal context management for AI assistants

6.5Reliab.
5.0Docs
3.5Maint.
1.0Adopt.
Other stdio
Repo →

Ctxl MCP

4.1/10
ai.autoblocks/ctxl-mcp

Personal context management for AI assistants

6.5Reliab.
5.0Docs
3.5Maint.
1.0Adopt.
Other stdio
Repo →

Mcpcap

4.1/10
ai.mcpcap/mcpcap

An MCP server for analyzing PCAP files.

6.5Reliab.
5.0Docs
3.5Maint.
1.0Adopt.
Filesystem stdio
Repo →

Server

4.1/10
ai.ponlo/server

Family calendar, tasks, meals, lists & rewards hub for AI assistants.

6.5Reliab.
5.0Docs
3.5Maint.
1.0Adopt.
Calendar stdio
Repo →

MCP Server

4.1/10
ai.rapay/mcp-server

Send fiat payments via MCP with two-step confirmation and Stripe Connect.

6.5Reliab.
5.0Docs
3.5Maint.
1.0Adopt.
Finance stdio
Repo →

Hypertool MCP

4.1/10
ai.toolprint/hypertool-mcp

Dynamically expose tools from proxied servers based on an Agent Persona

6.5Reliab.
5.0Docs
3.5Maint.
1.0Adopt.
Other Rust stdio
Repo →

Deepcontext

4.1/10
ai.wild-card/deepcontext

Advanced codebase indexing and semantic search MCP server

6.5Reliab.
5.0Docs
3.5Maint.
1.0Adopt.
Search stdio
Repo →

Codescene MCP Server

4.1/10
com.codescene/codescene-mcp-server

An MCP server that provides CodeScene Code Health analysis tools.

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

Python MCP

4.1/10
com.files/python-mcp

Local-only Python MCP server for the Files.com API.

6.5Reliab.
5.0Docs
3.5Maint.
1.0Adopt.
Filesystem Python stdio
Repo →

Graqle

4.1/10
com.graqle/graqle

Dev intelligence layer: 7 MCP tools for graph-powered codebase reasoning.

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

Druid MCP Server

4.1/10
com.iunera/druid-mcp-server

AI-powered MCP server for Apache Druid cluster management and analytic

6.5Reliab.
5.0Docs
3.5Maint.
1.0Adopt.
Other stdio
Repo →

Memory MCP

4.1/10
com.letta/memory-mcp

MCP server for AI memory management using Letta - Standard MCP format

6.5Reliab.
5.0Docs
3.5Maint.
1.0Adopt.
Other stdio
Repo →

Nuget

4.1/10
com.microsoft/nuget

A Model Context Protocol (MCP) server for NuGet.

6.5Reliab.
5.0Docs
3.5Maint.
1.0Adopt.
AI / ML stdio
Repo →

Quanttogo MCP

4.1/10
com.quanttogo/quanttogo-mcp

Macro-factor quantitative signal source for US and China stock markets via MCP.

6.5Reliab.
5.0Docs
3.5Maint.
1.0Adopt.
Other stdio
Repo →

Verify MCP

4.1/10
com.scopeblind/verify-mcp

Offline Ed25519 verification of signed receipts, bundles, and trust artifacts.

6.5Reliab.
5.0Docs
3.5Maint.
1.0Adopt.
Other Rust stdio
Repo →

Scout MCP Local

4.1/10
com.scoutapm/scout-mcp-local

An MCP server for Scout Monitoring data interactions.

6.5Reliab.
5.0Docs
3.5Maint.
1.0Adopt.
Other stdio
Repo →

MCP Server

4.1/10
com.servicialo/mcp-server

Open protocol for booking and scheduling professional services via AI agents

6.5Reliab.
5.0Docs
3.5Maint.
1.0Adopt.
Calendar stdio
Repo →

Constellation

4.1/10
com.shiftinbits/constellation

Code Intelligence Platform for AI Coding Agents

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

Grantai

4.1/10
com.solonai/grantai

Persistent memory for AI agents. Infinite context with sub-millisecond recall.

6.5Reliab.
5.0Docs
3.5Maint.
1.0Adopt.
Other stdio
Repo →

Server

4.1/10
dev.drengr/server

Eyes and hands for AI agents on Android and iOS devices.

6.5Reliab.
5.0Docs
3.5Maint.
1.0Adopt.
Other stdio
Repo →

402 MCP

4.1/10
dev.forgesworn/402-mcp

AI agents discover, pay for, and consume any Lightning-gated API autonomously

6.5Reliab.
5.0Docs
3.5Maint.
1.0Adopt.
Other stdio
Repo →

MCP Server

4.1/10
io.allourthings/mcp-server

AI-powered household inventory — query everything you own via natural language

6.5Reliab.
5.0Docs
3.5Maint.
1.0Adopt.
Other stdio
Repo →

MCP Api

4.1/10
io.fusionauth/mcp-api

Preview release of FusionAuth API MCP server

6.5Reliab.
5.0Docs
3.5Maint.
1.0Adopt.
Other stdio
Repo →

Unleash MCP

4.1/10
io.getunleash/unleash-mcp

MCP server for managing Unleash feature flags

6.5Reliab.
5.0Docs
3.5Maint.
1.0Adopt.
Other stdio
Repo →

Suwappu

4.1/10
io.github.0xSoftBoi/suwappu

Cross-chain DEX for AI agents. Swap tokens across 7+ chains.

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

Skillhub MCP

4.1/10
io.github.214140846/skillhub-mcp

MCP server that exposes Claude-style skills to any MCP client.

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

Ai Scanner

4.1/10
io.github.Aakashbhardwaj27/ai-scanner

Scan codebases for LLM/AI SDK usage, exposed API tokens, and hardcoded secrets.

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

Ybe Check

4.1/10
io.github.AddyCuber/ybe-check

Ybe Check – security and compliance orchestrator for AI-generated repositories.

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

Neurohive

4.1/10
io.github.AdelElo13/neurohive

Multi-agent memory intelligence with expertise tracking and conflict detection

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.