Live · updated 5 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.

Kanxueshan

4.9/10
io.github.geoxing/kanxueshan

日照金山预报:中国雪山 7 天内的日出/日落金光时段与可见度评分。Golden-hour forecasts for snow mountains in China.

6.5Reliab.
8.0Docs
3.5Maint.
2.0Adopt.
Git / Code streamable-http Remote

Alphabotpro

4.9/10
io.github.imrane2019/alphabotpro

Live XAUUSD/BTCUSD trading signals, priced in USD, payable by AI agents via crypto (x402).

6.5Reliab.
8.0Docs
3.5Maint.
2.0Adopt.
Git / Code streamable-http Remote

Inam MCP

4.9/10
io.github.inamprotocol/inam-mcp

Check an agent's INAM reputation before trusting it, and sign a receipt when work is done.

6.5Reliab.
8.0Docs
3.5Maint.
2.0Adopt.
Git / Code Rust streamable-http Remote

Craftstory MCP

4.9/10
io.github.itseez3d/craftstory-mcp

Talking-avatar videos from a photo (CraftStory 2.0) and short clips with sound (MiniMax H3).

6.5Reliab.
8.0Docs
3.5Maint.
2.0Adopt.
Git / Code streamable-http Remote

First100

4.9/10
io.github.jpalepu/first100

Go-to-market tools for AI agents: publish and schedule posts, find customers, SEO, outreach.

6.5Reliab.
8.0Docs
3.5Maint.
2.0Adopt.
Git / Code streamable-http Remote

Qualitati

4.9/10
io.github.lanceyuu/qualitati

Run AI-moderated interviews, conversational surveys and qualitative analysis on QualiTaTi from your

6.5Reliab.
8.0Docs
3.5Maint.
2.0Adopt.
Git / Code streamable-http Remote

Dispatch

4.9/10
io.github.majrdotapp/dispatch

Turn a raw dev log (commit subjects, PR titles) into customer-facing release notes Markdown.

6.5Reliab.
8.0Docs
3.5Maint.
2.0Adopt.
Git / Code streamable-http Remote

Media Encoding

4.9/10
io.github.majrdotapp/media-encoding

Encode uploads to web-ready media: video to HLS, audio to AAC, images to WebP. Async jobs.

6.5Reliab.
8.0Docs
3.5Maint.
2.0Adopt.
Git / Code streamable-http Remote

Picatura Naturii MCP

4.9/10
io.github.picaturanaturii/picatura-naturii-mcp

Server MCP read-only: catalog Picătura Naturii (doTERRA) — căutare produse, preț, stoc, conținut.

6.5Reliab.
8.0Docs
3.5Maint.
2.0Adopt.
Git / Code streamable-http Remote

Agentpay

4.9/10
io.github.ronaldanton/agentpay

22 AI microservices with x402 micropayments: summarize, translate, code-review. USDC on Base.

6.5Reliab.
8.0Docs
3.5Maint.
2.0Adopt.
Git / Code streamable-http Remote

Bank Statement Pdf

4.9/10
io.github.theluckystrike/bank-statement-pdf

Import a bank CSV, categorise it, summarise it per currency and reconcile it against your expenses.

6.5Reliab.
8.0Docs
3.5Maint.
2.0Adopt.
Git / Code streamable-http Remote

Business Expenses

4.9/10
io.github.theluckystrike/business-expenses

Log expenses, receipts and mileage from chat: auto-categorise, split VAT, summarise, export, rebill.

6.5Reliab.
8.0Docs
3.5Maint.
2.0Adopt.
Git / Code streamable-http Remote

Categorize Transactions

4.9/10
io.github.theluckystrike/categorize-transactions

Import a bank CSV, categorise it, summarise it per currency and reconcile it against your expenses.

6.5Reliab.
8.0Docs
3.5Maint.
2.0Adopt.
Git / Code streamable-http Remote

Currency Exchange

4.9/10
io.github.theluckystrike/currency-exchange

Convert currencies on the daily European Central Bank reference rates. No API key, no signup.

6.5Reliab.
8.0Docs
3.5Maint.
2.0Adopt.
Git / Code streamable-http Remote

Estimate Template

4.9/10
io.github.theluckystrike/estimate-template

Quotes and estimates: VAT line items, a validity date, an A4 PDF, accept makes an invoice.

6.5Reliab.
8.0Docs
3.5Maint.
2.0Adopt.
Git / Code streamable-http Remote

Exchange Rates

4.9/10
io.github.theluckystrike/exchange-rates

Convert currencies on the daily European Central Bank reference rates. No API key, no signup.

6.5Reliab.
8.0Docs
3.5Maint.
2.0Adopt.
Git / Code streamable-http Remote

Freelance Invoice

4.9/10
io.github.theluckystrike/freelance-invoice

Create PDF invoices from your AI chat: clients, numbering, VAT, overdue reports. All data is local.

6.5Reliab.
8.0Docs
3.5Maint.
2.0Adopt.
Git / Code streamable-http Remote

Invoice Generator

4.9/10
io.github.theluckystrike/invoice-generator

Create PDF invoices from your AI chat: clients, numbering, VAT, overdue reports. All data is local.

6.5Reliab.
8.0Docs
3.5Maint.
2.0Adopt.
Git / Code streamable-http Remote

Merge Pdf

4.9/10
io.github.theluckystrike/merge-pdf

Merge, split, extract, rotate, reorder and stamp PDF pages from your AI chat, all offline.

6.5Reliab.
8.0Docs
3.5Maint.
2.0Adopt.
Git / Code streamable-http Remote

Mileage Tracker

4.9/10
io.github.theluckystrike/mileage-tracker

Log expenses, receipts and mileage from chat: auto-categorise, split VAT, summarise, export, rebill.

6.5Reliab.
8.0Docs
3.5Maint.
2.0Adopt.
Git / Code streamable-http Remote

Quote Template

4.9/10
io.github.theluckystrike/quote-template

Quotes and estimates: VAT line items, a validity date, an A4 PDF, accept makes an invoice.

6.5Reliab.
8.0Docs
3.5Maint.
2.0Adopt.
Git / Code streamable-http Remote

Split Pdf

4.9/10
io.github.theluckystrike/split-pdf

Merge, split, extract, rotate, reorder and stamp PDF pages from your AI chat, all offline.

6.5Reliab.
8.0Docs
3.5Maint.
2.0Adopt.
Git / Code streamable-http Remote

Time Tracking

4.9/10
io.github.theluckystrike/time-tracking

Track billable time from your AI chat: timers, entries, reports, CSV export. All data stays local.

6.5Reliab.
8.0Docs
3.5Maint.
2.0Adopt.
Git / Code streamable-http Remote

Timesheets

4.9/10
io.github.theluckystrike/timesheets

Track billable time from your AI chat: timers, entries, reports, CSV export. All data stays local.

6.5Reliab.
8.0Docs
3.5Maint.
2.0Adopt.
Git / Code streamable-http Remote

Csv Reconcile

4.9/10
io.github.Ivansky1/csv-reconcile

Compare CSV tables by key; report changes and ambiguous rows. 0.05 USDC on Base via x402.

6.5Reliab.
8.0Docs
3.5Maint.
2.0Adopt.
Git / Code streamable-http Remote

Shopify Csv Catalog Check

4.9/10
io.github.Ivansky1/shopify-csv-catalog-check

Paid Shopify CSV diagnostics for duplicate SKUs, malformed variants, and import risks.

6.5Reliab.
8.0Docs
3.5Maint.
2.0Adopt.
Git / Code streamable-http Remote

Supplier Quote Compare

4.9/10
io.github.Ivansky1/supplier-quote-compare

Compare complete supplier quotes with exact totals and shipping. 0.05 USDC on Base via x402.

6.5Reliab.
8.0Docs
3.5Maint.
2.0Adopt.
Git / Code streamable-http Remote

Aidish

4.9/10
io.github.ai-mentor-bot/aidish

Pickup orders at Japanese restaurants for AI agents: find stores, read menus, place orders. No auth.

6.5Reliab.
8.0Docs
3.5Maint.
2.0Adopt.
Git / Code Rust streamable-http Remote

Lurq

4.9/10
io.github.jadenryu/lurq

Verify npm packages before your AI agent installs them: hallucinations, advisories, API drift.

6.5Reliab.
8.0Docs
3.5Maint.
2.0Adopt.
Git / Code streamable-http Remote

Statsnet

4.9/10
io.github.usenetstate/statsnet

Background check any company in the world: registration, executives, courts and finances.

6.5Reliab.
8.0Docs
3.5Maint.
2.0Adopt.
Git / Code streamable-http Remote

Decision Integrity

4.9/10
io.github.wheelerhubbell/decision-integrity

Paid x402 evaluator for evidence, warrant, provenance, and represented action authority.

6.5Reliab.
8.0Docs
3.5Maint.
2.0Adopt.
Git / Code streamable-http Remote

Benchmark Coded Claim Audit 2026 09 14 A7B04Acd

4.9/10
com.a2awire/benchmark-coded-claim-audit-2026-09-14-a7b04acd

12 synthetic coded claim exception cases: duplicate payments, policy-watch list entries, missing doc

6.5Reliab.
8.0Docs
3.5Maint.
2.0Adopt.
Git / Code streamable-http Remote

Benchmark Coded Claim Review 2026 09 14 Eed490Ea

4.9/10
com.a2awire/benchmark-coded-claim-review-2026-09-14-eed490ea

12 synthetic coded claim exception cases: duplicate payments, policy-watch list entries, missing doc

6.5Reliab.
8.0Docs
3.5Maint.
2.0Adopt.
Git / Code streamable-http Remote

MCP Server

4.9/10
com.ultimaps/mcp

Create choropleth, category and pin maps of countries, states, counties and ZIP codes as images.

6.5Reliab.
8.0Docs
3.5Maint.
2.0Adopt.
Git / Code streamable-http Remote

Sitehelm

4.9/10
io.github.Mrshahidali420/sitehelm

Let an AI agent run your WordPress site: every write previewed, verified and reversible.

6.5Reliab.
8.0Docs
3.5Maint.
2.0Adopt.
Git / Code streamable-http Remote

Share Artifacts

4.9/10
io.github.arunai30/share-artifacts

Publish and update safe static HTML reports, presentations, and explainers with controlled sharing.

6.5Reliab.
8.0Docs
3.5Maint.
2.0Adopt.
Git / Code Rust streamable-http Remote

Freetoolhub

4.9/10
io.github.cavan1977/freetoolhub

44 calculators for AI agents: US tax, finance, business + an MCP engineering & security suite.

6.5Reliab.
8.0Docs
3.5Maint.
2.0Adopt.
Git / Code Rust streamable-http Remote

Ray MCP

4.9/10
io.github.gege-mn/ray-mcp

Send email, push, Slack, Discord, Telegram and webhook notifications and manage templates with Ray.

6.5Reliab.
8.0Docs
3.5Maint.
2.0Adopt.
Git / Code streamable-http Remote

Automan

4.9/10
io.github.i02202/automan

Autonomous AI agent selling pay-per-call skills settled with x402 micropayments (USDC).

6.5Reliab.
8.0Docs
3.5Maint.
2.0Adopt.
Git / Code streamable-http Remote

Proxy Toolkit

4.9/10
io.github.ipvolt/proxy-toolkit

Proxy guides, tested configurations and error diagnostics, with an optional local route check.

6.5Reliab.
8.0Docs
3.5Maint.
2.0Adopt.
Git / Code streamable-http Remote

Xestando

4.9/10
io.github.javyxx/xestando

Spanish SME suite: VeriFactu invoices, time clock, e-sign. AI drafts; you approve.

6.5Reliab.
8.0Docs
3.5Maint.
2.0Adopt.
Git / Code streamable-http Remote

Veredicto Humano X402

4.9/10
io.github.jgsierra/veredicto-humano-x402

Ask a real human (not an LLM) for a judgment, $0.10 USDC via x402. The result returns to the agent.

6.5Reliab.
8.0Docs
3.5Maint.
2.0Adopt.
Git / Code streamable-http Remote

Peck MCP

4.9/10
io.github.kryp2/peck-mcp

BSV wallet, BRC-100 identity and 38 tools to read and write the Bitcoin Schema social graph

6.5Reliab.
8.0Docs
3.5Maint.
2.0Adopt.
Git / Code streamable-http Remote

Agent Resort

4.9/10
io.github.ktwspecial-lab/agent-resort

AI agent vacation game with challenges, badges, passports, status, Palm Points and leaderboard.

6.5Reliab.
8.0Docs
3.5Maint.
2.0Adopt.
Git / Code streamable-http Remote

Goodearth MCP

4.9/10
io.github.lonniev/goodearth-mcp

Climate timing for gardens and small farms: frost, heat, soil and planting dates for your plot.

6.5Reliab.
8.0Docs
3.5Maint.
2.0Adopt.
Git / Code streamable-http Remote

Lunchmoney MCP

4.9/10
io.github.n3wth/lunchmoney-mcp

Read-only Lunch Money accounts, transactions, categories and budgets. Unofficial connector.

6.5Reliab.
8.0Docs
3.5Maint.
2.0Adopt.
Git / Code streamable-http Remote

Smart Token Guard

4.9/10
io.github.nwjnjjj/smart-token-guard

Stop burning credits on broken AI video: check every render before you pay for the next one.

6.5Reliab.
8.0Docs
3.5Maint.
2.0Adopt.
Git / Code streamable-http Remote

Batchdata

4.9/10
io.github.pipeworx-io/batchdata

BatchData MCP — wraps the BatchData property-data + skip-trace API (batchdata.com)

6.5Reliab.
8.0Docs
3.5Maint.
2.0Adopt.
Git / Code streamable-http Remote

Free · No spam

New servers, score changes, breakages

Every Monday: what shipped, what broke, what's worth trying. Five minutes. No filler.

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.

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.