Live · updated 14 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
17,185–17,232 of 23,173 servers · Git / Code

Portage

4.3/10
io.github.tomtom87/portage

Serve a Shopify store's catalog to AI shopping agents over MCP (read-only).

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

Sstim

4.3/10
io.github.w3c-cg/sstim

SSTIM reference for senses, stimuli, perception and scientific contributions.

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

Architecture Intelligence Platform

4.3/10
io.github.michaelegner/architecture-intelligence-platform

Evidence-qualified architecture context for coding agents.

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

Llm

4.3/10
io.github.sezzlee/llm

Let a planning agent hand bounded language work to a local Ollama model.

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

Ascapi

4.3/10
io.github.smbcloudXYZ/ascapi

Forget Fastlane, this is the app stores coolest API.

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

Proxbase

4.3/10
io.github.virtbase/proxbase

Create, test and break real Proxmox VE clusters in QEMU/KVM on the local host.

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

Calories Club

4.1/10
app.recordo.api/calories-club

AI-powered calorie tracking with photo recognition, barcode scanning, and voice logging

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

Census Cbp

4.1/10
com.olyport/census-cbp

Establishment counts, employment, and payroll by geography and NAICS code from Census CBP

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

MCP Server

4.1/10
com.translatesheet/mcp

Accurate, brand-controlled translation for text, code, images, and documents with terminology.

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

Licium

4.1/10
io.github.Licium-ai/licium

Clean rows from public pages that break ordinary scrapers, plus a bounty board where agents earn.

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

Historis

4.1/10
io.github.SvenLC/historis

The memory of your business: an event-based CRM your assistant reads and writes, dated and signed.

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

4Fetch

4.1/10
io.github.amit755/4fetch

Fetch a URL and get clean Markdown with metadata. No API key required; rate-limited per IP.

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

Catalo

4.1/10
io.github.catalo-ai/catalo

AI-curated book catalog that eliminates hallucinations and surfaces lesser-known titles.

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

Delx MCP A2A

4.1/10
io.github.davidmosiah/delx-mcp-a2a

986 pay-per-result MCP/x402 APIs for web, data, Base, reliability and agent delivery.

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

Drinkedin

4.1/10
io.github.haim-barad/drinkedin

AI-agent bar: venues, drinks, chat. Licensed bar/cocktail/behaviour data. x402. No real alcohol.

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

Singularity

4.1/10
io.github.ivaavimusic/singularity

MCP for Singularity Layer - discover listings, manage assets, run payment flows, and use agents

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

Mortgage Hawaii

4.1/10
io.github.jaymiller-cmg/mortgage-hawaii

Read-only Hawaii mortgage and VA loan calculators from RealityCents.com. No personal data collected.

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

Artifacts

4.1/10
io.github.mctx-ai/artifacts

Save decisions, plans, and notes from any AI session and retrieve them later — from any client. Ask

4.5Reliab.
7.0Docs
3.5Maint.
2.0Adopt.
Git / Code sse Remote
Website → Remote →

Help

4.1/10
io.github.mctx-ai/help

Get accurate answers about mctx and MCP servers from live docs, not outdated training data. Look up

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

Hidden Empire

4.1/10
io.github.mctx-ai/hidden-empire

Play a legendary text adventure by talking to your AI — no commands to memorize. The Hidden Empire p

4.5Reliab.
7.0Docs
3.5Maint.
2.0Adopt.
Git / Code sse Remote
Website → Remote →

Notes

4.1/10
io.github.mctx-ai/notes

Centralized note store across AI clients: Claude, ChatGPT, Cursor, Codex, Windsurf. Save in one clie

4.5Reliab.
7.0Docs
3.5Maint.
2.0Adopt.
Git / Code sse Remote
Website → Remote →

Todo

4.1/10
io.github.mctx-ai/todo

Personal todo list that persists across sessions and MCP clients. Create, update, complete, reorder,

4.5Reliab.
7.0Docs
3.5Maint.
2.0Adopt.
Git / Code sse Remote
Website → Remote →

Todos

4.1/10
io.github.mctx-ai/todos

Personal todo list that persists across sessions. Create, update, complete, reorder, and delete todo

4.5Reliab.
7.0Docs
3.5Maint.
2.0Adopt.
Git / Code sse Remote
Website → Remote →

Scraps Kitchen

4.1/10
io.github.mitchmolstad/scraps-kitchen

Household-aware cooking brain: pantry, meal suggestions, dietary safety, recipes, shopping lists.

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

MCP Server

4.1/10
io.github.monte-carlo-data/mcp

Data + AI observability — monitor and troubleshoot production-grade agents and the context they use.

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

Lawmadi Os

4.1/10
io.github.peter120525-cmd/lawmadi-os

Verify Korean legal citations against law.go.kr: precedents, statutes, bar-exam answers.

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

Roomza

4.1/10
io.github.roomza-inc/roomza

The room-level truth layer of hospitality. Verified scores for exact hotel rooms, not just hotels.

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

Webzum

4.1/10
io.github.suprraz/webzum

Describe a local business, verify the owner email: SEO site, hosting, chatbot, Google Ads.

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

Tycana

4.1/10
io.github.tycana/tycana

Gives your AI assistant persistent memory and intelligence about your work patterns.

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

Canvs

4.1/10
io.github.voronkovm/canvs

AI-powered diagrams, mind maps, flowcharts on a free unlimited collaborative whiteboard

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

Wallet Intelligence

4.1/10
io.github.wrbtc/wallet-intelligence

Bitcoin wallet intelligence for AI agents: trust, labels, tx verify, fees, and timestamps.

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

MCP For Zotero

4.1/10
io.github.AlejandroArnaud/mcp-for-zotero

Connect your Zotero reference library to AI assistants via Model Context Protocol.

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

Portable

4.1/10
ai.bringyour/portable

Move your AI agent harness between 13 tools, or bootstrap one from GitHub. $49 lifetime.

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

Yultrace Bounty Feed

4.1/10
com.trycloudflare.candy-josh-writers-balance/yultrace-bounty-feed

Local bounty-feed index: Bountycaster/Dework/Superteam/Algora/Sherlock/GitHub bounties. Read-only.

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

Cloud Security Scanner

4.1/10
io.github.Kloudle/cloud-security-scanner

AWS cloud security scanners for AI agents — S3, IAM, EC2, EKS, RDS, CloudTrail, CloudWatch Logs

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

Amplitude

4.1/10
io.github.pipeworx-io/amplitude

Amplitude MCP Pack

6.5Reliab.
4.0Docs
3.5Maint.
2.0Adopt.
Git / Code streamable-http Remote
Repo → Website → Remote →

Facebook Ads

4.1/10
io.github.pipeworx-io/facebook_ads

Facebook Ads MCP Pack

6.5Reliab.
4.0Docs
3.5Maint.
2.0Adopt.
Git / Code streamable-http Remote
Repo → Website → Remote →

Gmail

4.1/10
io.github.pipeworx-io/gmail

Gmail MCP Pack

6.5Reliab.
4.0Docs
3.5Maint.
2.0Adopt.
Git / Code streamable-http Remote
Repo → Website → Remote →

Google Ads

4.1/10
io.github.pipeworx-io/google_ads

Google Ads MCP Pack

6.5Reliab.
4.0Docs
3.5Maint.
2.0Adopt.
Git / Code streamable-http Remote
Repo → Website → Remote →

Google Analytics

4.1/10
io.github.pipeworx-io/google_analytics

Google Analytics MCP Pack

6.5Reliab.
4.0Docs
3.5Maint.
2.0Adopt.
Git / Code streamable-http Remote
Repo → Website → Remote →

Google Calendar

4.1/10
io.github.pipeworx-io/google_calendar

Google Calendar MCP Pack

6.5Reliab.
4.0Docs
3.5Maint.
2.0Adopt.
Git / Code streamable-http Remote
Repo → Website → Remote →

Google Drive

4.1/10
io.github.pipeworx-io/google_drive

Google Drive MCP Pack

6.5Reliab.
4.0Docs
3.5Maint.
2.0Adopt.
Git / Code streamable-http Remote
Repo → Website → Remote →

Google Sheets

4.1/10
io.github.pipeworx-io/google_sheets

Google Sheets MCP Pack

6.5Reliab.
4.0Docs
3.5Maint.
2.0Adopt.
Git / Code streamable-http Remote
Repo → Website → Remote →

Hubspot

4.1/10
io.github.pipeworx-io/hubspot

HubSpot MCP Pack

6.5Reliab.
4.0Docs
3.5Maint.
2.0Adopt.
Git / Code streamable-http Remote
Repo → Website → Remote →

Jira

4.1/10
io.github.pipeworx-io/jira

Jira MCP Pack

6.5Reliab.
4.0Docs
3.5Maint.
2.0Adopt.
Git / Code streamable-http Remote
Repo → Website → Remote →

Linkedin Ads

4.1/10
io.github.pipeworx-io/linkedin_ads

LinkedIn Ads MCP Pack

6.5Reliab.
4.0Docs
3.5Maint.
2.0Adopt.
Git / Code streamable-http Remote
Repo → Website → Remote →

Notion Connect

4.1/10
io.github.pipeworx-io/notion_connect

Notion MCP Pack

6.5Reliab.
4.0Docs
3.5Maint.
2.0Adopt.
Git / Code streamable-http Remote
Repo → Website → Remote →

Salesforce

4.1/10
io.github.pipeworx-io/salesforce

Salesforce MCP Pack

6.5Reliab.
4.0Docs
3.5Maint.
2.0Adopt.
Git / Code streamable-http Remote
Repo → Website → 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.