Live · updated 5 hr ago 40,517 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 40,517
Categories 18
Official Servers 0
Remote-Hosted 25,755

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.

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Top score Most stars Newest
Category All40,517 Git / Code22536 Other8342 Search4445 Filesystem1674 Database780 Finance612 AI / ML414 Email377 Calendar304 Cloud210 Browser166 Analytics152 Design147 Docs97 DevOps88 Communication82 Web Scraping70 Productivity21
8,065–8,112 of 8,342 servers · Other

Workbench

3.7/10
ai.zerowidth/workbench

Build, run and publish Workbench flows, tasks, shims and knowledge bases.

4.5Reliab.
5.0Docs
3.5Maint.
2.0Adopt.
Other streamable-http Remote
Website → Remote →

Xingdao Manage

3.7/10
com.gddynb/xingdao-manage

制造业管理工具箱：TBP问题解决/品质管理/TPM设备保全/J成本改善/OEE计算/活力组织诊断。一句话出成品报告。

4.5Reliab.
5.0Docs
3.5Maint.
2.0Adopt.
Other streamable-http Remote
Website → Remote →

Oddly Corpus

3.7/10
com.myoddly/oddly-corpus

The world, on the record. AI infrastructure built on the observed web.

4.5Reliab.
5.0Docs
3.5Maint.
2.0Adopt.
Other streamable-http Remote
Website → Remote →

Forecall Kb

3.7/10
dev.forecall/forecall-kb

Known MCP tool-call failures and workarounds verified by reproduction.

4.5Reliab.
5.0Docs
3.5Maint.
2.0Adopt.
Other streamable-http Remote
Website → Remote →

Vozora

3.7/10
io.vozora/vozora

Manage Vozora VPS servers, SSH keys, firewalls, DNS and usage from an AI agent.

4.5Reliab.
5.0Docs
3.5Maint.
2.0Adopt.
Other streamable-http Remote
Website → Remote →

MCP Server

3.7/10
dev.openfeature/mcp

MCP server providing OpenFeature SDK installation guides and OFREP flag evaluation

4.5Reliab.
6.0Docs
3.5Maint.
1.0Adopt.
Other stdio

Context MCP

3.7/10
net.agentutil/context-mcp

Situational awareness — holidays, business hours, and platform status for timing-sensitive actions.

4.5Reliab.
6.0Docs
3.5Maint.
1.0Adopt.
Other stdio

Norm MCP

3.7/10
net.agentutil/norm-mcp

Statistical baselines — check if values are normal or anomalous for a given category.

4.5Reliab.
6.0Docs
3.5Maint.
1.0Adopt.
Other stdio

Undo MCP

3.7/10
net.agentutil/undo-mcp

Reversibility intelligence — check if actions can be undone before executing them.

4.5Reliab.
6.0Docs
3.5Maint.
1.0Adopt.
Other stdio

Publicmcp

3.7/10
org.publicmcp/publicmcp

Publish structured, AI-readable business identity data as an MCP server in minutes.

4.5Reliab.
6.0Docs
3.5Maint.
1.0Adopt.
Other stdio

Atomadic Fuse

3.7/10
tech.atomadic/atomadic-fuse

Atomadic Fuse MCP — polyglot compiler, harvest logic atoms, discover product chains.

4.5Reliab.
6.0Docs
3.5Maint.
1.0Adopt.
Other stdio

Atomadic Nexus

3.7/10
tech.atomadic/atomadic-nexus

Atomadic Nexus — trust layer for the agent economy. 32 tools: trust gates, x402, lineage, swarm.

4.5Reliab.
6.0Docs
3.5Maint.
1.0Adopt.
Other Rust stdio

Linkguard MCP

3.7/10
ai.linkguard/linkguard-mcp

Backlink tools for AI assistants: redirect, Google index, and backlink health checks.

4.5Reliab.
6.0Docs
3.5Maint.
1.0Adopt.
Other stdio

Tubescribe

3.7/10
dev.transcriptapi/tubescribe

YouTube transcripts, metadata, timestamps, and AI summaries for AI agents. Auth: x-api-key.

4.5Reliab.
6.0Docs
3.5Maint.
1.0Adopt.
Other stdio

Shotbot MCP

3.7/10
net.shotbot/shotbot-mcp

Screenshot API for AI agents: capture any public URL as JPEG, PNG, WebP, AVIF, or PDF.

4.5Reliab.
6.0Docs
3.5Maint.
1.0Adopt.
Other stdio

Clihub

3.7/10
com.clihub/clihub

Convert any CLI binary to an MCP server via `ch mcp wrap`; discover CLI tools & recipes.

4.5Reliab.
6.0Docs
3.5Maint.
1.0Adopt.
Other stdio

MCP Server

3.7/10
com.trivago.mcp/mcp

trivago's mcp server to find your ideal hotel and compare prices from multiple providers.

4.5Reliab.
6.0Docs
3.5Maint.
1.0Adopt.
Other stdio

Ithz MCP

3.7/10
dev.ithz/ithz-mcp

Local deterministic project memory for AI agents with context packs, gates and checkpoints.

4.5Reliab.
6.0Docs
3.5Maint.
1.0Adopt.
Other stdio

MCP Server

3.7/10
net.payflowagent/mcp

Free & pay-per-call (x402/USDC) risk & momentum scores for nad.fun tokens on Monad.

4.5Reliab.
6.0Docs
3.5Maint.
1.0Adopt.
Other stdio

MCP Server

3.7/10
com.opzyai/mcp

Local-first security check for AI coding agents: secrets, .env exposure, git-history leaks, CVEs.

4.5Reliab.
6.0Docs
3.5Maint.
1.0Adopt.
Other stdio

Kundali Chart MCP

3.7/10
in.acerank.vedic-kundli/kundali-chart-mcp

Vedic astrology MCP: 54 tools for charts, dashas, yogas, compatibility, muhurta, transit, remedies.

4.5Reliab.
6.0Docs
3.5Maint.
1.0Adopt.
Other stdio

MCP Server

3.7/10
com.plentopasto/mcp-server

Plan a week of budget family dinners from your pantry, then send the list to the Instacart® app.

4.5Reliab.
6.0Docs
3.5Maint.
1.0Adopt.
Other Rust stdio

MCP Server

3.7/10
net.topicforge/mcp

Generate programmatic SEO articles, topic clusters, FAQ schema, and batch jobs via TopicForge.

4.5Reliab.
6.0Docs
3.5Maint.
1.0Adopt.
Other stdio

MCP Server

3.7/10
com.anaxer/mcp

Query Solana DEX data: prices, metadata, launches, graduations, live stream tails.

4.5Reliab.
6.0Docs
3.5Maint.
1.0Adopt.
Other stdio

MCP Server

3.7/10
com.appscreenshotstudio/mcp

Generate App Store and Play Store screenshots from your coding agent, at exact store sizes.

4.5Reliab.
6.0Docs
3.5Maint.
1.0Adopt.
Other stdio

Ordercore MCP

3.7/10
ai.ordercore/ordercore-mcp

Commerce backend for AI agents: catalog, prices, inventory, orders, idempotent checkout.

4.5Reliab.
6.0Docs
3.5Maint.
1.0Adopt.
Other stdio

Clicksend MCP Server

3.7/10
com.clicksend/clicksend-mcp-server

MCP for ClickSend.

6.5Reliab.
3.0Docs
3.5Maint.
1.0Adopt.
Other stdio
Repo →

Compliance

3.7/10
com.yaktool/compliance

GPSR, EUDR plots, nutrition labels, fragrance allergens, CPSC and EU conformity declarations.

4.5Reliab.
6.0Docs
3.5Maint.
1.0Adopt.
Other stdio

Image

3.7/10
com.yaktool/image

Compress, convert and resize images locally, with marketplace presets and rule rechecks.

4.5Reliab.
6.0Docs
3.5Maint.
1.0Adopt.
Other stdio

Labels

3.7/10
com.yaktool/labels

Labels: FBA (FNSKU) & GS1 SSCC pallet labels (PDF/ZPL), plus a ZPL-to-PDF renderer. Exact size.

4.5Reliab.
6.0Docs
3.5Maint.
1.0Adopt.
Other stdio

Store

3.7/10
com.yaktool/store

Forecast a WooCommerce CSV import and migrate Shopify exports. 61 documented rules.

4.5Reliab.
6.0Docs
3.5Maint.
1.0Adopt.
Other stdio

Pay MCP

3.7/10
tech.vauban/pay-mcp

x402 tools for MCP clients: pay exact/Starknet or STARK-receipt 402s, verify, JCS-hash. No account.

4.5Reliab.
6.0Docs
3.5Maint.
1.0Adopt.
Other stdio

Compose MCP

3.7/10
ai.smartmemory/compose-mcp

Typed feature management for compose projects: roadmap, changelog, artifacts, journal.

4.5Reliab.
6.0Docs
3.5Maint.
1.0Adopt.
Other stdio

Vaast

3.7/10
com.xtrinel/vaast

Read-only access to VAAST vulnerability scan findings, workspaces, and targets for AI agents

4.5Reliab.
6.0Docs
3.5Maint.
1.0Adopt.
Other stdio

Socseal MCP

3.7/10
xyz.socseal/socseal-mcp

Read-only settlement proof for agents: prove a txid MINED, post-quantum signed. Fail-closed.

4.5Reliab.
6.0Docs
3.5Maint.
1.0Adopt.
Other stdio

Seconded MCP

3.7/10
xyz.secondedoracle/seconded-mcp

The oracle for agents. Verify trades, tokens and messages before your agent acts.

4.5Reliab.
6.0Docs
3.5Maint.
1.0Adopt.
Other stdio

Test MCP Server

3.5/10
ai.alpic.test/test-mcp-server

Alpic Test MCP Server - great server!

4.5Reliab.
4.0Docs
3.5Maint.
2.0Adopt.
Other streamable-http Remote
Remote →

Meminal

3.5/10
ai.meminal/meminal

Memory for deep conversational context across any platform

4.5Reliab.
4.0Docs
3.5Maint.
2.0Adopt.
Other streamable-http Remote
Remote →

Server

3.5/10
app.certman/server

Create and manage your own Certificate Authority for internal HTTPS.

4.5Reliab.
4.0Docs
3.5Maint.
2.0Adopt.
Other streamable-http Remote
Remote →

MCP Server

3.5/10
co.flyweel/mcp-server

Access Google & Meta Ads data via AI. Analyse campaign performance in seconds.

4.5Reliab.
4.0Docs
3.5Maint.
2.0Adopt.
Other streamable-http Remote
Remote →

Cualbet MCP

3.5/10
com.cualbet/cualbet-mcp

Football fixtures, standings, and odds intelligence for AI agents.

4.5Reliab.
4.0Docs
3.5Maint.
2.0Adopt.
Other streamable-http Remote
Remote →

MCP Server Template Nodejs

3.5/10
com.fenetresurciel.verylongmcp/mcp-server-template-nodejs

A non functional MCP server (yet)

4.5Reliab.
4.0Docs
3.5Maint.
2.0Adopt.
Other streamable-http Remote
Remote →

MCP Server

3.5/10
com.getboothiq/mcp

Query your trade show leads, meetings, and events from BoothIQ

4.5Reliab.
4.0Docs
3.5Maint.
2.0Adopt.
Other streamable-http Remote
Remote →

MCP Server

3.5/10
com.googleapis.androidmanagement/mcp

Remote enterprise management of Android devices and apps

4.5Reliab.
4.0Docs
3.5Maint.
2.0Adopt.
Other streamable-http Remote
Remote →

Pdfkit

3.5/10
com.hellobasestation/pdfkit

AI-powered PDF tools: fill forms via natural language

4.5Reliab.
4.0Docs
3.5Maint.
2.0Adopt.
Other streamable-http Remote
Remote →

MCP Server

3.5/10
com.make/mcp-server

Give your AI agents the tools to build, manage, and run automation workflows.

4.5Reliab.
4.0Docs
3.5Maint.
2.0Adopt.
Other streamable-http Remote
Remote →

MCP Server

3.5/10
com.proxylink-mcp/mcp-server

ProxyLink MCP server for finding and booking home service professionals

4.5Reliab.
4.0Docs
3.5Maint.
2.0Adopt.
Other streamable-http Remote
Remote →

MCP Server

3.5/10
com.robtex/mcp

DNS, IP, AS, domain reputation, and Lightning Network intelligence (44 tools)

4.5Reliab.
4.0Docs
3.5Maint.
2.0Adopt.
Other streamable-http Remote
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.