Live · updated 11 hr ago 16,091 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 16,091
Categories 18
Official Servers 0
Remote-Hosted 7,768

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 All16,091 Git / Code10147 Other2192 Search1820 Filesystem614 Database420 Finance216 AI / ML132 Email116 Cloud87 Calendar75 Analytics57 Browser55 Design47 Docs34 DevOps32 Communication17 Web Scraping15 Productivity15
11,377–11,424 of 16,091 servers

Fillin

4.1/10
io.github.artchristech/fillin

Search for AI agents. Closes the LLM-cutoff gap: CVEs, papers, frontier AI, prediction markets.

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

Business Directory

4.1/10
xyz.bizclaw/business-directory

Search, compare, and contact real-world companies through a public MCP business directory.

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

Watchlist

4.1/10
com.reelrifter/watchlist

Ask Claude, ChatGPT, or Grok about your ReelRifter watchlist, history, and viewing stats.

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

Sprintflint

4.1/10
io.github.neoflintai/sprintflint

Opinionated sprint tracker. Read/update tickets, sprints, velocity from Claude/Cursor/Zed.

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

Shopping Optimizer

4.1/10
ai.offerhopper.mcp/shopping-optimizer

German grocery and drug store real time prices and offers including optimal route planing

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

Alchemy Eth

4.1/10
io.github.pipeworx-io/alchemy-eth

Alchemy (Ethereum + L2) MCP.

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

Bandsintown

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

Bandsintown MCP.

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

Bitfinex

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

Bitfinex v2 public MCP.

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

Coinbase Exchange

4.1/10
io.github.pipeworx-io/coinbase-exchange

Coinbase Exchange public MCP.

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

Data Govt Nz

4.1/10
io.github.pipeworx-io/data-govt-nz

data.govt.nz CKAN MCP.

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

Datos Cl

4.1/10
io.github.pipeworx-io/datos-cl

datos.gob.cl CKAN MCP.

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

Hackertarget

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

HackerTarget MCP.

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

Ip Api

4.1/10
io.github.pipeworx-io/ip-api

ip-api.com MCP.

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

Okx

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

OKX v5 public MCP.

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

Pexels

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

Pexels MCP.

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

Pixabay

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

Pixabay MCP.

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

Postmark

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

Postmark MCP.

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

Seatgeek

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

SeatGeek MCP.

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

Unsplash

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

Unsplash MCP.

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

Wakatime

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

WakaTime MCP.

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

Wikimedia Rest

4.1/10
io.github.pipeworx-io/wikimedia-rest

Wikimedia REST API v1 MCP.

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

V1

4.1/10
land.makeup/v1

Israeli cosmetics retailer: ΔE shade matching, customer wallet, cart, orders, gift cards.

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

Trades

4.1/10
com.potomacledger/trades

Stock trades of U.S. Congress & executive-branch officials, with conflict flags. Read-only.

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

Scheduler

4.1/10
io.heldly/scheduler

AI-native scheduler that lives in Claude. Describe meetings in plain English; Heldly does the rest.

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

MCP Server

4.1/10
ai.butlerbrain/mcp

Persistent memory for AI assistants. Save once; recall from Claude, ChatGPT, or any MCP client.

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

Raisekit

4.1/10
co.raisekit/raisekit

CRM for VC fundraising. Pipeline, Gmail drafts, deck signals, VC intel — from your AI.

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

Public

4.1/10
com.scmodeling/public

Supply-chain network design via simulation, optimization, and greenfield analysis.

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

Gocreative Agent Api

4.1/10
io.github.ColinHughes2121/gocreative-agent-api

17-model LLM gateway + 350+ data/KYB/sanctions tools. Pay-per-call USDC via x402, no API key.

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

Devmatch

4.1/10
io.github.Luca-Blight/devmatch

AI recruiting for mission-aligned engineers — verified across GitHub, X, YouTube, Medium, and more

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

Flux MCP

4.1/10
io.github.black-forest-labs/flux-mcp

Official FLUX MCP server. Generate, edit, vary, and browse images from Black Forest Labs.

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

Flagram MCP

4.1/10
io.github.flagramtech/flagram-mcp

Ad marketplace: search Telegram/VK/Max channels by topic, geo, price; reach, ER, CPV stats.

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

Public Directory

4.1/10
ai.rootdata/public-directory

Public Root Data dental analytics directory for DSOs, dental practices, blog, and FAQ tools.

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

Sofya

4.1/10
co.sofya/sofya

Web search, fetch, extract, and research for AI agents. Markdown output + AI-synthesized answers.

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

Camber MCP Server

4.1/10
com.cambercloud.camber-mcp/camber-mcp-server

Remote data science agents for Snowflake, Databricks & BigQuery in Claude/Cursor via MCP

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

Predictions Server

4.1/10
com.ootworacle.www/predictions-server

AI predictions on psychedelic medicine regulation. 8-agent swarm, 460+ daily signals, free API.

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

Networkos

4.1/10
com.thenetworkos/networkos

Your professional network in Claude — search contacts, log notes, and send warm intros.

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

Sv Finder

4.1/10
de.claimondo/sv-finder

Findet zertifizierte Kfz-Sachverständige im Umkreis einer deutschen PLZ — anonym, read-only.

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

Beyond Wine

4.1/10
wine.beyond/beyond-wine

Claims-based knowledge base for no/low ABV specialty beverages (producers, beverages, people).

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

Nashboard Merchants

4.1/10
ai.nashboard/nashboard-merchants

Merchant intelligence for AI agents: brand/operator/location hierarchy + industry codes.

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

Lion MCP

4.1/10
app.netlify.gleaming-cassata-d41682/lion-mcp

x402-paid MCP data: trend feed + visibility audit. USDC/Base. No API key. No PII.

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

Lineup

4.1/10
live.alpic.lineup-bf157e35/lineup

Turn one sentence into an event pack: event card, identity badges, QR codes, and .ics.

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

MCP Server

4.1/10
app.fryd/mcp-server

Search crops, check companion planting, explore seasonal calendars, and find planting plans.

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

Dealboard

4.1/10
com.getdealboard/dealboard

Simple deal tracker with pipeline cards, notes, goals, reports, and AI-powered deal updates.

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

Space0

4.1/10
io.github.stevekwon211/space0

Give an AI agent a body in a 3D voxel world: perceive, move, build, chat, persist memory.

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

MCP Server

4.1/10
io.kifly/mcp

Multi-seller shopping for AI agents. Settle via Stripe MPP or x402 USDC on Base. Hosted.

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

MCP Server

4.1/10
xyz.regimeshift/mcp

Paid MCP for AI agents: vol risk premium, Agent-SOFR, max-LTV. $0.001 USDC on Base via x402.

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

Dynamic Feed

4.1/10
ai.dynamicfeed/dynamic-feed

91 keyless tools of live, verifiable data for AI: weather, hazards, space, CVEs. Ed25519-signed.

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

Concierge

4.1/10
ai.travelminds/concierge

Grounded, multilingual travel data + a cited travel concierge. 12+ languages, deep India coverage.

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