Live · updated 10 hr ago 41,919 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 41,919
Categories 18
Official Servers 0
Remote-Hosted 26,858

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 All41,919 Git / Code23030 Other8799 Search4639 Filesystem1744 Database799 Finance639 AI / ML436 Email404 Calendar318 Cloud226 Browser178 Design161 Analytics161 Docs107 DevOps93 Communication88 Web Scraping74 Productivity23
38,113–38,160 of 41,919 servers

MCP Server

3.9/10
store.buynearby/mcp

Shop BuyNearby's local Calgary marketplace, book couriers, and request personal shopping runs.

4.5Reliab.
6.0Docs
3.5Maint.
2.0Adopt.
Other streamable-http Remote
Remote →

Moltchat

3.9/10
io.github.samzliu/moltchat

Join durable public agent discussions and invite-only private group rooms through MCP.

4.5Reliab.
6.0Docs
3.5Maint.
2.0Adopt.
Git / Code streamable-http Remote
Remote →

Find Food Pantry

3.9/10
com.0xpi.pantrypos/find-food-pantry

Find a food pantry near a US location (ZIP or City, ST) from ~17,000 pantries. Free.

4.5Reliab.
6.0Docs
3.5Maint.
2.0Adopt.
Other streamable-http Remote
Remote →

Sds Lookup

3.9/10
com.0xpi.sdsentry/sds-lookup

Free safety data sheet (SDS) lookup by product name, plus an OSHA HazCom readiness check.

4.5Reliab.
6.0Docs
3.5Maint.
2.0Adopt.
Other streamable-http Remote
Remote →

Generate Ad Headlines

3.9/10
com.adcreator-ai/generate-ad-headlines

Generate 10 conversion-focused ad headlines for a Shopify/e-commerce product. Free, no signup.

4.5Reliab.
6.0Docs
3.5Maint.
2.0Adopt.
Other streamable-http Remote
Remote →

Vipcars

3.9/10
hr.vip-cars/vipcars

Verified used cars from Uni Rent's rental fleet (Croatia): search, compare and send inquiries.

4.5Reliab.
6.0Docs
3.5Maint.
2.0Adopt.
Search Rust streamable-http Remote
Remote →

Birthstar

3.9/10
io.github.amarpathak/birthstar

30 Vedic Jyotish tools: natal charts, dashas, yogas, nakshatras. Swiss Ephemeris.

4.5Reliab.
6.0Docs
3.5Maint.
2.0Adopt.
Git / Code streamable-http Remote
Remote →

Ox Alpha Signals

3.9/10
io.github.randomizedhoomanity/ox-alpha-signals

AI-operated crypto signal scores for 20 Coinbase USDC pairs. $0.001/call via x402.

4.5Reliab.
6.0Docs
3.5Maint.
2.0Adopt.
Git / Code streamable-http Remote
Remote →

Open Agent Utility Index

3.9/10
io.github.sadri-dridi/open-agent-utility-index

Transparent public utilities for agents. Requests are counted without storing identifiers.

4.5Reliab.
6.0Docs
3.5Maint.
2.0Adopt.
Git / Code streamable-http Remote
Remote →

Woo Revenue Incident Graph

3.9/10
io.github.tytutueh13-sudo/woo-revenue-incident-graph

Check WooCommerce checkout-change risk using public evidence and privacy-safe store signals.

4.5Reliab.
6.0Docs
3.5Maint.
2.0Adopt.
Git / Code streamable-http Remote
Remote →

MCP Server

3.9/10
com.tariffmonkee/mcp

Content, research, trust checks. Taiwan-specific: work permits, tax, property, fraud, localization.

4.5Reliab.
6.0Docs
3.5Maint.
2.0Adopt.
Search Rust streamable-http Remote
Remote →

Brode

3.9/10
io.brode/brode

Convert any image into machine embroidery files (DST, PES…) or vector graphics (SVG, PDF, EPS, DXF).

4.5Reliab.
6.0Docs
3.5Maint.
2.0Adopt.
Filesystem streamable-http Remote
Remote →

Convexlake MCP

3.9/10
io.github.HsergeyF/convexlake-mcp

Trade, orderbook, and volatility data for prediction markets and crypto derivatives.

4.5Reliab.
6.0Docs
3.5Maint.
2.0Adopt.
Git / Code streamable-http Remote
Remote →

Knowledge Graph

3.9/10
io.github.ray999/knowledge-graph

Discover Agents and MCP capabilities with versions, permissions, and real-work trust context.

4.5Reliab.
6.0Docs
3.5Maint.
2.0Adopt.
Git / Code Rust streamable-http Remote
Remote →

Business Day

3.9/10
io.github.sadri-dridi/business-day

Weekday vs weekend

6.5Reliab.
3.0Docs
3.5Maint.
2.0Adopt.
Git / Code streamable-http Remote
Repo → Remote →

C To F

3.9/10
io.github.sadri-dridi/c-to-f

Celsius to Fahrenheit

6.5Reliab.
3.0Docs
3.5Maint.
2.0Adopt.
Git / Code streamable-http Remote
Repo → Remote →

Color Hex Ok

3.9/10
io.github.sadri-dridi/color-hex-ok

CSS hex color shape

6.5Reliab.
3.0Docs
3.5Maint.
2.0Adopt.
Git / Code streamable-http Remote
Repo → Remote →

Epoch Ms

3.9/10
io.github.sadri-dridi/epoch-ms

Unix epoch milliseconds

6.5Reliab.
3.0Docs
3.5Maint.
2.0Adopt.
Git / Code streamable-http Remote
Repo → Remote →

Fx Eur

3.9/10
io.github.sadri-dridi/fx-eur

ISO 4217 currency EUR.

6.5Reliab.
3.0Docs
3.5Maint.
2.0Adopt.
Git / Code streamable-http Remote
Repo → Remote →

Fx Usd

3.9/10
io.github.sadri-dridi/fx-usd

ISO 4217 currency USD.

6.5Reliab.
3.0Docs
3.5Maint.
2.0Adopt.
Git / Code streamable-http Remote
Repo → Remote →

Hex 16

3.9/10
io.github.sadri-dridi/hex-16

16 hex chars

6.5Reliab.
3.0Docs
3.5Maint.
2.0Adopt.
Git / Code streamable-http Remote
Repo → Remote →

Hex Rgb

3.9/10
io.github.sadri-dridi/hex-rgb

Hex color to RGB

6.5Reliab.
3.0Docs
3.5Maint.
2.0Adopt.
Git / Code streamable-http Remote
Repo → Remote →

Http 200

3.9/10
io.github.sadri-dridi/http-200

Meaning of HTTP 200.

6.5Reliab.
3.0Docs
3.5Maint.
2.0Adopt.
Git / Code streamable-http Remote
Repo → Remote →

Http 401

3.9/10
io.github.sadri-dridi/http-401

Meaning of HTTP 401.

6.5Reliab.
3.0Docs
3.5Maint.
2.0Adopt.
Git / Code streamable-http Remote
Repo → Remote →

Http 404

3.9/10
io.github.sadri-dridi/http-404

Meaning of HTTP 404.

6.5Reliab.
3.0Docs
3.5Maint.
2.0Adopt.
Git / Code streamable-http Remote
Repo → Remote →

Http 429

3.9/10
io.github.sadri-dridi/http-429

Meaning of HTTP 429.

6.5Reliab.
3.0Docs
3.5Maint.
2.0Adopt.
Git / Code streamable-http Remote
Repo → Remote →

Http 500

3.9/10
io.github.sadri-dridi/http-500

Meaning of HTTP 500.

6.5Reliab.
3.0Docs
3.5Maint.
2.0Adopt.
Git / Code streamable-http Remote
Repo → Remote →

Isbn Shape

3.9/10
io.github.sadri-dridi/isbn-shape

ISBN digit shape

6.5Reliab.
3.0Docs
3.5Maint.
2.0Adopt.
Git / Code streamable-http Remote
Repo → Remote →

Iso Ordinal

3.9/10
io.github.sadri-dridi/iso-ordinal

ISO ordinal day

6.5Reliab.
3.0Docs
3.5Maint.
2.0Adopt.
Git / Code streamable-http Remote
Repo → Remote →

Iso Week

3.9/10
io.github.sadri-dridi/iso-week

ISO week number

6.5Reliab.
3.0Docs
3.5Maint.
2.0Adopt.
Git / Code streamable-http Remote
Repo → Remote →

Json Ok

3.9/10
io.github.sadri-dridi/json-ok

JSON validity

6.5Reliab.
3.0Docs
3.5Maint.
2.0Adopt.
Git / Code streamable-http Remote
Repo → Remote →

Km To Mi

3.9/10
io.github.sadri-dridi/km-to-mi

Kilometers to miles

6.5Reliab.
3.0Docs
3.5Maint.
2.0Adopt.
Git / Code Rust streamable-http Remote
Repo → Remote →

Lang En

3.9/10
io.github.sadri-dridi/lang-en

ISO 639 language tag en.

6.5Reliab.
3.0Docs
3.5Maint.
2.0Adopt.
Git / Code streamable-http Remote
Repo → Remote →

Leap Year

3.9/10
io.github.sadri-dridi/leap-year

Leap year check

6.5Reliab.
3.0Docs
3.5Maint.
2.0Adopt.
Git / Code streamable-http Remote
Repo → Remote →

Mime Json

3.9/10
io.github.sadri-dridi/mime-json

application/json marker

6.5Reliab.
3.0Docs
3.5Maint.
2.0Adopt.
Git / Code streamable-http Remote
Repo → Remote →

Nanoid Shape

3.9/10
io.github.sadri-dridi/nanoid-shape

Nano ID shape check

6.5Reliab.
3.0Docs
3.5Maint.
2.0Adopt.
Git / Code streamable-http Remote
Repo → Remote →

Phone E164 Shape

3.9/10
io.github.sadri-dridi/phone-e164-shape

E.164 shape, number discarded

6.5Reliab.
3.0Docs
3.5Maint.
2.0Adopt.
Git / Code streamable-http Remote
Repo → Remote →

Punycode Ok

3.9/10
io.github.sadri-dridi/punycode-ok

Punycode host check

6.5Reliab.
3.0Docs
3.5Maint.
2.0Adopt.
Git / Code streamable-http Remote
Repo → Remote →

Random Hex16

3.9/10
io.github.sadri-dridi/random-hex16

16 random hex chars

6.5Reliab.
3.0Docs
3.5Maint.
2.0Adopt.
Git / Code streamable-http Remote
Repo → Remote →

Now

3.9/10
io.github.sadri-dridi/rfc3339-now

RFC 3339 UTC stamp

6.5Reliab.
3.0Docs
3.5Maint.
2.0Adopt.
Git / Code streamable-http Remote
Repo → Remote →

Semver Parse

3.9/10
io.github.sadri-dridi/semver-parse

SemVer numbers only

6.5Reliab.
3.0Docs
3.5Maint.
2.0Adopt.
Git / Code Rust streamable-http Remote
Repo → Remote →

Ok

3.9/10
io.github.sadri-dridi/sha256-ok

SHA-256, input discarded

6.5Reliab.
3.0Docs
3.5Maint.
2.0Adopt.
Git / Code streamable-http Remote
Repo → Remote →

Slug Ok

3.9/10
io.github.sadri-dridi/slug-ok

Slug character check

6.5Reliab.
3.0Docs
3.5Maint.
2.0Adopt.
Git / Code streamable-http Remote
Repo → Remote →

Ulid Shape

3.9/10
io.github.sadri-dridi/ulid-shape

ULID shape check

6.5Reliab.
3.0Docs
3.5Maint.
2.0Adopt.
Git / Code streamable-http Remote
Repo → Remote →

Unix Now

3.9/10
io.github.sadri-dridi/unix-now

Unix epoch seconds

6.5Reliab.
3.0Docs
3.5Maint.
2.0Adopt.
Git / Code streamable-http Remote
Repo → Remote →

Url Host

3.9/10
io.github.sadri-dridi/url-host

URL host only

6.5Reliab.
3.0Docs
3.5Maint.
2.0Adopt.
Git / Code streamable-http Remote
Repo → Remote →

Uuid Mint

3.9/10
io.github.sadri-dridi/uuid-mint

Mint a random UUID v4.

6.5Reliab.
3.0Docs
3.5Maint.
2.0Adopt.
Git / Code streamable-http Remote
Repo → Remote →

Uuid Shape

3.9/10
io.github.sadri-dridi/uuid-shape

UUID shape check

6.5Reliab.
3.0Docs
3.5Maint.
2.0Adopt.
Git / Code 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.