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
17,137–17,184 of 23,173 servers · Git / Code

Labmcp Srs Rga

4.3/10
io.github.K-Dense-AI/labmcp-srs-rga

MCP server for SRS RGA100/200/300 residual gas analyzers.

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

Maplibre MCP

4.3/10
io.github.birkskyum/maplibre-mcp

An MCP server that lets AI agents check, render and show MapLibre styles

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

Netbox MCP

4.3/10
io.github.mhajder/netbox-mcp

MCP server for NetBox DCIM/IPAM with read-only and dry-run modes

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

Oxidized MCP

4.3/10
io.github.mhajder/oxidized-mcp

MCP server for Oxidized network device configuration backups

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

Grill

4.3/10
io.github.mtangoz/grill

A second opinion from an unrelated AI model before you commit to a decision.

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

Say Ur Intent

4.3/10
io.github.zktx-mcp/say-ur-intent

Local-first Sui DeFi evidence and review for AI clients before wallet signing.

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

Lockkeeper

4.3/10
io.github.Hannay001/lockkeeper

Routes each task to the few skills, MCP servers and tools that fit it.

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

Forgejo MCP Rs

4.3/10
io.github.brechanbech/forgejo-mcp-rs

Model Context Protocol server for Forgejo, Codeberg and Gitea, in Rust

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

MCP Server

4.3/10
io.github.quirna/mcp

Ask a human before your agent acts: approval requests decided on a phone.

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

Opensolar MCP

4.3/10
io.github.Align-Software-Company/opensolar-mcp

Unofficial, self-hosted MCP server for the documented OpenSolar API.

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

Memoryguard

4.3/10
io.github.MerakOsiris/memoryguard

Local-first governed MCP memory backend for coding agents.

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

Laogu MCP

4.3/10
io.github.laogu-caibao/laogu-mcp

老谷拆财报 MCP Server：21 个 A 股财经 skill 的程序化数据层（零 key、纯公开接口）。

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

Expense Report

4.3/10
io.github.theluckystrike/expense-report

Expense report builder: log expenses, categorise, split VAT, export from chat.

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

Trekking MCP

4.3/10
io.github.19Alma98/trekking-mcp

Italian trails, huts, avalanche bulletins and elevation weather

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

Doubleoh MCP

4.3/10
io.github.cheedli/doubleoh-mcp

The fix desk for AI agents: human fixes become skills the whole fleet reuses.

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

Linkbit MCP

4.3/10
io.github.elkinegor/linkbit-mcp

Shorten URLs, bulk create, QR, and click analytics for LinkBit.

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

Crw

4.3/10
io.github.fastcrw/crw

Open-source web scraper for AI agents with scrape, crawl, and map tools

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

Aicb Roslyn MCP

4.3/10
io.github.gregordadera/aicb-roslyn-mcp

Symbol-aware C# and .NET code context for AI coding assistants.

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

Keyline

4.3/10
io.github.keyline-dev/keyline

Design engine for AI agents: images at every size, no Chrome, 2× fewer tokens

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

Jevmem

4.3/10
io.github.Avinash-jetwani/jevmem

Automatic project memory for Claude Code. Also works with Cursor and Codex.

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

Claimgate

4.3/10
io.github.caseone115/claimgate

Flag marketing claims your evidence cannot substantiate, before you publish.

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

Browser Buddy

4.3/10
io.github.hahahahahahahahah6/browser-buddy

Let AI coding agents read pages through your real, logged-in Chrome browser.

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

Verificar Curp

4.3/10
io.github.rcfrias/verificar-curp

Valida, coteja y verifica CURPs mexicanas en el registro de RENAPO.

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

Prompteden MCP

4.3/10
io.github.yulanventures/prompteden-mcp

Stdio MCP server for PromptEden projects, monitors, answers, and analytics.

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

Tree Sitter MCP Server

4.3/10
io.github.joowani/tree-sitter-mcp-server

Parse code into Tree-sitter ASTs to see node kinds, field names, and positions

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

MCP Confirm

4.3/10
io.github.les-k/mcp-confirm

An MCP server whose confirmation cannot be replayed against a different call.

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

Linkbit MCP

4.3/10
io.github.yutotanakastar/linkbit-mcp

Shorten URLs, bulk create, QR, and click analytics for LinkBit.

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

Veto

4.3/10
io.github.aiveto/veto

Turn OpenAPI services into tools an agent can call under your rules.

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

Designfit

4.3/10
io.github.as9978/designfit

Validate AI-built front-ends against Figma by tokens and geometry, not pixels.

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

Sui MCP

4.3/10
io.github.zktx-mcp/sui-mcp

Local-first Sui DeFi evidence and review for AI clients before wallet signing.

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

Galactic Bridge MCP

4.3/10
io.github.mckellen-eth/galactic-bridge-mcp

Find LayerZero OFT bridge routes by contract address across 14 EVM networks.

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

Postlane

4.3/10
io.github.zwebso/postlane

Send transactional email and read send activity through the Postlane API.

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

Talos MCP

4.3/10
io.github.sergelogvinov/talos-mcp

Talos MCP is an opinionated MCP server for Talos Linux

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

Zerostel

4.3/10
io.github.zerostel/zerostel

Checkpoints, timeline and rewind for AI coding agents. Local, no telemetry.

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

Littlejohn MCP

4.3/10
io.github.zktx-mcp/littlejohn-mcp

Local Robinhood Chain MCP and transaction review runtime.

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

MCP Server

4.3/10
com.skanqrcode/mcp-server

Check whether a URL or IP is safe before an AI agent fetches or opens it.

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

Rustjunosmcp

4.3/10
io.github.mechubsec/rustjunosmcp

Juniper Junos/SRX MCP server: scoped, audited, two-person change control. Rust.

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

Runhooks MCP

4.3/10
io.github.runhooks/runhooks-mcp

Schedule and manage cron jobs and webhooks on Runhooks from your AI agent.

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

Unitares

4.3/10
io.github.cirwel/unitares

Accountability infrastructure for long-running AI agents.

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

Custovox Sentiment

4.3/10
io.github.jeremdecustovox/custovox-sentiment

Custovox AI customer sentiment analysis MCP server

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

MCP Api Guardian

4.3/10
io.github.petrovicistefan/mcp-api-guardian

Local OpenAPI contract and breaking-change checks for AI agents.

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

MCP Cost Optimizer

4.3/10
io.github.petrovicistefan/mcp-cost-optimizer

Local-first LLM cost analysis and model-switch savings estimates for AI agents.

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

MCP Dependency Doctor

4.3/10
io.github.petrovicistefan/mcp-dependency-doctor

Read-only npm dependency diagnostics for AI coding agents.

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

MCP Seo Auditor

4.3/10
io.github.petrovicistefan/mcp-seo-auditor

Read-only static SEO audits and bounded crawling for AI agents.

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

Prinfer

4.3/10
io.github.clockblocker/prinfer

TypeScript inferred types, completions and type errors for AI coding agents

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

Macos MCP Server

4.3/10
io.github.deploymenttheory/macos-mcp-server

Local macOS 27 desktop automation through MCP on Apple silicon.

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

Ffc

4.3/10
io.github.nasroykh/ffc

Read and change documents, reports and workflows on Frappe and ERPNext sites.

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

Typeprobe

4.3/10
io.github.clockblocker/typeprobe

TypeScript inferred types, completions and type errors for AI coding agents

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