Live · updated 4 hr ago 25,690 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 25,690
Categories 18
Official Servers 0
Remote-Hosted 14,374

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 All25,690 Git / Code15036 Other4469 Search2948 Filesystem1063 Database561 Finance377 AI / ML242 Email214 Calendar159 Cloud139 Analytics110 Browser105 Design72 Docs61 DevOps53 Communication40 Web Scraping24 Productivity17
8,017–8,064 of 25,690 servers

Ui Registry MCP

4.7/10
io.github.mrityunjay-tiwari/ui-registry-mcp

Live access to 12 shadcn-style component libraries so agents compose UI from real components.

6.5Reliab.
8.0Docs
3.5Maint.
1.0Adopt.
Git / Code stdio
Repo → Website →

Gatehouse

4.7/10
io.github.nickgeorgeseo/gatehouse

Permission tiers, approval gates, and audit logging for MCP servers - the server is the gatekeeper

6.5Reliab.
8.0Docs
3.5Maint.
1.0Adopt.
Git / Code Rust stdio
Repo → Website →

Gograph

4.7/10
io.github.ozgurcd/gograph

Local Go repository call graphs and structural analysis for coding agents over stdio.

6.5Reliab.
8.0Docs
3.5Maint.
1.0Adopt.
Git / Code Go stdio
Repo → Website →

Engram

4.7/10
io.github.rwnalds/engram

Git-backed markdown memory for AI agents; search hides superseded and archived notes.

6.5Reliab.
8.0Docs
3.5Maint.
1.0Adopt.
Search stdio
Repo → Website →

Klinepic

4.7/10
io.github.sher1096/klinepic

Create annotated candlestick charts from broker or exchange fills for post-trade review.

6.5Reliab.
8.0Docs
3.5Maint.
1.0Adopt.
Git / Code stdio
Repo → Website →

Airstrings Cli

4.7/10
io.github.symbionix-sl/airstrings-cli

Manage AirStrings localization strings and publish signed bundles from your workspace.

6.5Reliab.
8.0Docs
3.5Maint.
1.0Adopt.
Git / Code stdio
Repo → Website →

Calcuris MCP

4.7/10
io.github.tresor4k/calcuris-mcp

Tax calculators for US, UK, Canada, Australia: income tax, property tax, stamp duty.

6.5Reliab.
8.0Docs
3.5Maint.
1.0Adopt.
Git / Code Rust stdio
Repo → Website →

Realdentalcosts MCP

4.7/10
io.github.tresor4k/realdentalcosts-mcp

US dental prices: 12 procedures, 51 states, 200+ cities, cash vs insurance estimates.

6.5Reliab.
8.0Docs
3.5Maint.
1.0Adopt.
Git / Code stdio
Repo → Website →

MCP Agentops

4.7/10
ai.agentutility/mcp-agentops

MCP server for the @agentutility agentops cluster — pay-per-call x402 tools, no API keys, USDC on…

6.5Reliab.
8.0Docs
3.5Maint.
1.0Adopt.
Other stdio
Repo → Website →

MCP Bestiary

4.7/10
ai.agentutility/mcp-bestiary

MCP server for the @agentutility bestiary cluster — pay-per-call x402 tools, no API keys, USDC on…

6.5Reliab.
8.0Docs
3.5Maint.
1.0Adopt.
Other stdio
Repo → Website →

MCP Browser Workflow

4.7/10
ai.agentutility/mcp-browser-workflow

MCP server for the @agentutility browser-workflow cluster — pay-per-call x402 tools, no API keys…

6.5Reliab.
8.0Docs
3.5Maint.
1.0Adopt.
Browser stdio
Repo → Website →

MCP Compose

4.7/10
ai.agentutility/mcp-compose

MCP server for the @agentutility compose cluster — pay-per-call x402 tools, no API keys, USDC on…

6.5Reliab.
8.0Docs
3.5Maint.
1.0Adopt.
Other stdio
Repo → Website →

MCP Edge Finance

4.7/10
ai.agentutility/mcp-edge-finance

MCP server for the @agentutility edge-finance cluster — pay-per-call x402 tools, no API keys, USDC…

6.5Reliab.
8.0Docs
3.5Maint.
1.0Adopt.
Finance stdio
Repo → Website →

MCP Edge Market

4.7/10
ai.agentutility/mcp-edge-market

MCP server for the @agentutility edge-market cluster — pay-per-call x402 tools, no API keys, USDC…

6.5Reliab.
8.0Docs
3.5Maint.
1.0Adopt.
Other stdio
Repo → Website →

MCP Locale

4.7/10
ai.agentutility/mcp-locale

MCP server for the @agentutility locale cluster — pay-per-call x402 tools, no API keys, USDC on…

6.5Reliab.
8.0Docs
3.5Maint.
1.0Adopt.
Other stdio
Repo → Website →

MCP Matchpoint

4.7/10
ai.agentutility/mcp-matchpoint

MCP server for the @agentutility matchpoint cluster — pay-per-call x402 tools, no API keys, USDC…

6.5Reliab.
8.0Docs
3.5Maint.
1.0Adopt.
Other stdio
Repo → Website →

MCP Mediakit

4.7/10
ai.agentutility/mcp-mediakit

MCP server for the @agentutility mediakit cluster — pay-per-call x402 tools, no API keys, USDC on…

6.5Reliab.
8.0Docs
3.5Maint.
1.0Adopt.
Other stdio
Repo → Website →

MCP Model Router

4.7/10
ai.agentutility/mcp-model-router

MCP server for the @agentutility model-router cluster — pay-per-call x402 tools, no API keys, USDC…

6.5Reliab.
8.0Docs
3.5Maint.
1.0Adopt.
AI / ML stdio
Repo → Website →

MCP Prooflayer

4.7/10
ai.agentutility/mcp-prooflayer

MCP server for the @agentutility prooflayer cluster — pay-per-call x402 tools, no API keys, USDC…

6.5Reliab.
8.0Docs
3.5Maint.
1.0Adopt.
Other stdio
Repo → Website →

MCP Retail

4.7/10
ai.agentutility/mcp-retail

MCP server for the @agentutility retail cluster — pay-per-call x402 tools, no API keys, USDC on…

6.5Reliab.
8.0Docs
3.5Maint.
1.0Adopt.
Other stdio
Repo → Website →

MCP Rollforge

4.7/10
ai.agentutility/mcp-rollforge

MCP server for the @agentutility rollforge cluster — pay-per-call x402 tools, no API keys, USDC on…

6.5Reliab.
8.0Docs
3.5Maint.
1.0Adopt.
Other stdio
Repo → Website →

MCP Statline

4.7/10
ai.agentutility/mcp-statline

MCP server for the @agentutility statline cluster — pay-per-call x402 tools, no API keys, USDC on…

6.5Reliab.
8.0Docs
3.5Maint.
1.0Adopt.
Other stdio
Repo → Website →

MCP Synthforge

4.7/10
ai.agentutility/mcp-synthforge

MCP server for the @agentutility synthforge cluster — pay-per-call x402 tools, no API keys, USDC…

6.5Reliab.
8.0Docs
3.5Maint.
1.0Adopt.
Other stdio
Repo → Website →

MCP Web Probe

4.7/10
ai.agentutility/mcp-web-probe

MCP server for the @agentutility web-probe cluster — pay-per-call x402 tools, no API keys, USDC on…

6.5Reliab.
8.0Docs
3.5Maint.
1.0Adopt.
Other stdio
Repo → Website →

MCP Wordmint

4.7/10
ai.agentutility/mcp-wordmint

MCP server for the @agentutility wordmint cluster — pay-per-call x402 tools, no API keys, USDC on…

6.5Reliab.
8.0Docs
3.5Maint.
1.0Adopt.
Other stdio
Repo → Website →

Proxyllm MCP

4.7/10
ai.proxyllm/proxyllm-mcp

OpenAI-compatible LLM gateway: models, savings math, key provisioning, autonomous email-OTP signup

6.5Reliab.
8.0Docs
3.5Maint.
1.0Adopt.
Email stdio
Repo → Website →

Comber

4.7/10
io.codecomber/comber

Every-click AI QA: walks your whole app from a preview URL and reports broken clicks and errors.

6.5Reliab.
8.0Docs
3.5Maint.
1.0Adopt.
Git / Code stdio
Repo → Website →

Nim Key Manager

4.7/10
io.github.BySergiMM/nim-key-manager

Self-hosted NVIDIA NIM API-key manager with a Claude MCP connector; deploy your own instance.

6.5Reliab.
8.0Docs
3.5Maint.
1.0Adopt.
Git / Code stdio
Repo → Website →

Kiwoom MCP Server

4.7/10
io.github.ChunSam/kiwoom-mcp-server

Read-only MCP server for the Kiwoom Securities REST API: market data, account inquiry, ISA tax tool

6.5Reliab.
8.0Docs
3.5Maint.
1.0Adopt.
Git / Code stdio
Repo → Website →

Sap Abap MCP

4.7/10
io.github.Coaspe/sap-abap-mcp

Develop, test, analyze, and operate SAP ABAP systems through ADT from AI coding agents.

6.5Reliab.
8.0Docs
3.5Maint.
1.0Adopt.
Git / Code stdio
Repo → Website →

Vaspera Pm

4.7/10
io.github.RCOLKITT/vaspera-pm

Verify docs against code, detect drift, and generate verified specs (MCP server).

6.5Reliab.
8.0Docs
3.5Maint.
1.0Adopt.
Git / Code stdio
Repo → Website →

Skillproof

4.7/10
io.github.Skillproofdev/skillproof

Check whether a Claude Code skill was tested and whether it works before installing it.

6.5Reliab.
8.0Docs
3.5Maint.
1.0Adopt.
Git / Code stdio
Repo → Website →

Llmgraph

4.7/10
io.github.abahocodes/llmgraph

Invoke deployed LLMGraph no-code LLM workflows (chat, RAG, automations) as MCP tools.

6.5Reliab.
8.0Docs
3.5Maint.
1.0Adopt.
Git / Code stdio
Repo → Website →

Agentic Hil

4.7/10
io.github.agentic-hil/agentic-hil

Probe, flash, reset and drive UART and CAN on a real STM32 or other embedded target, policy-gated.

6.5Reliab.
8.0Docs
3.5Maint.
1.0Adopt.
Git / Code stdio
Repo → Website →

Argus

4.7/10
io.github.chriswu727/argus

Autonomous QA MCP for web and macOS that tests like a real engineer, finds bugs, and verifies them.

6.5Reliab.
8.0Docs
3.5Maint.
1.0Adopt.
Git / Code stdio
Repo → Website →

Nuzo Memory

4.7/10
io.github.fabionfsc/nuzo-memory

Local-first, auditable memory for MCP-compatible AI agents with explicit writes and SQLite storage.

6.5Reliab.
8.0Docs
3.5Maint.
1.0Adopt.
Filesystem stdio
Repo → Website →

Spikeme

4.7/10
io.github.isaacviannadev/spikeme

Analyze your repo's stack and generate grounded, time-boxed spike decision docs.

6.5Reliab.
8.0Docs
3.5Maint.
1.0Adopt.
Git / Code stdio
Repo → Website →

Warmio

4.7/10
io.github.jasonstockman/warmio

Context and automation MCP server for Warm financial data and approved write operations.

6.5Reliab.
8.0Docs
3.5Maint.
1.0Adopt.
Git / Code stdio
Repo → Website →

Dowse

4.7/10
io.github.ltspace/dowse

Fast local full-text search for Windows files (tantivy + jieba), exposed to AI agents over MCP.

6.5Reliab.
8.0Docs
3.5Maint.
1.0Adopt.
Filesystem stdio
Repo → Website →

Global Agent Memory

4.7/10
io.github.ozankasikci/global-agent-memory

Shared, project-aware memory for Claude Code, Codex, and other agents with human review.

6.5Reliab.
8.0Docs
3.5Maint.
1.0Adopt.
Git / Code stdio
Repo → Website →

Racehooks MCP

4.7/10
io.github.racehooks/racehooks-mcp

F1 race analytics & live timing for AI assistants — webhooks, results, and race simulations.

6.5Reliab.
8.0Docs
3.5Maint.
1.0Adopt.
Git / Code stdio
Repo → Website →

MCP Planner

4.7/10
io.github.selic/mcp-planner

Microsoft Planner MCP server — plans, buckets, tasks via Microsoft Graph, ETags handled

6.5Reliab.
8.0Docs
3.5Maint.
1.0Adopt.
Git / Code stdio
Repo → Website →

Silex

4.7/10
io.github.silex-tec/silex

Local-first MCP server that reconstructs architecture, workflows and business rules from your code.

6.5Reliab.
8.0Docs
3.5Maint.
1.0Adopt.
Git / Code stdio
Repo → Website →

MCP Server

4.7/10
io.github.tonnode/mcp

Liteserver access to TON: balances, account state, transactions and get-methods over native ADNL.

6.5Reliab.
8.0Docs
3.5Maint.
1.0Adopt.
Git / Code stdio
Repo → Website →

Ai Agent Memory MCP

4.7/10
io.github.xiangzi1126/ai-agent-memory-mcp

Agent-agnostic persistent memory MCP server. Local-first: memories travel with your project.

6.5Reliab.
8.0Docs
3.5Maint.
1.0Adopt.
Git / Code stdio
Repo → Website →

Rangefind

4.7/10
io.github.xjodoin/rangefind

Search rangefind static indexes: full-text, geo, autocomplete, facets - no server, just files.

6.5Reliab.
8.0Docs
3.5Maint.
1.0Adopt.
Filesystem stdio
Repo → Website →

Flopsindex MCP

4.7/10
io.github.zeroatflops/flopsindex-mcp

GPU compute price indices over MCP; every value carries a verify URL. Five key-free tools.

6.5Reliab.
8.0Docs
3.5Maint.
1.0Adopt.
Git / Code stdio
Repo → Website →

Kcp Agent

4.7/10
no.cantara/kcp-agent

Deterministic, fail-closed planner for KCP knowledge manifests: kcp_plan, kcp_load, kcp_validate.

6.5Reliab.
8.0Docs
3.5Maint.
1.0Adopt.
Other 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.