Live · updated 13 hr ago 44,002 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 44,002
Categories 18
Official Servers 0
Remote-Hosted 28,466

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.

Roboshadow MCP

4.3/10
io.github.WYRE-AI/roboshadow-mcp

MCP server for RoboShadow's Rubicon Platform Data API.

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

Slide MCP

4.3/10
io.github.WYRE-AI/slide-mcp

MCP server for Slide's backup/BDR (business continuity/disaster recovery) API.

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

Telivy MCP

4.3/10
io.github.WYRE-AI/telivy-mcp

MCP server for Telivy's security assessment API for MSPs.

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

Yeastar MCP

4.3/10
io.github.WYRE-AI/yeastar-mcp

MCP server for Yeastar P-Series PBX System API (read-only).

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

Bouncer Gates

4.3/10
io.github.ajeermahmood/bouncer-gates

Stops secrets, cross-tenant queries and unsafe migrations before they merge.

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

Jevsim

4.3/10
io.github.huaaudio/jevsim

Run verified iOS and Android UI workflows in one agent tool call with Jev.

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

Invoice Studio

4.3/10
io.github.vijayst/invoice-studio

Edit Markdown invoice templates, generate PDFs, and inspect preview PNGs.

6.5Reliab.
6.0Docs
3.5Maint.
1.0Adopt.
Filesystem stdio

MCP Authority Server

4.3/10
dev.verimand/mcp-authority-server

Agent-native access to verifiable VAGP authority.

6.5Reliab.
6.0Docs
3.5Maint.
1.0Adopt.
Other stdio

Arbitype

4.3/10
io.github.Renwang-Huang/arbitype

Typed decision tools for AI agents, powered by TypeSafe Jev.

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

Sabline

4.3/10
io.github.gowrishankar-infra/sabline

Run code an AI wrote without handing it everything you can reach.

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

Mellow Tapir

4.3/10
io.github.guycole/mellow-tapir

Explore likely radio services, channels, and emissions from 108 MHz to 1 GHz.

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

Quota MCP

4.3/10
io.github.limitcool/quota-mcp

Usage & quota tracker for AI subscription accounts (StepFun, Command Code)

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

Figme MCP

4.3/10
io.github.ntson9p/figme-mcp

MCP server that reads local Figma .fig files, fully offline

6.5Reliab.
6.0Docs
3.5Maint.
1.0Adopt.
Filesystem stdio

Rustchain MCP

4.3/10
io.github.Ljunqiang/rustchain-mcp

MCP server for RustChain blockchain, BoTTube video, and Beacon agent messaging

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

Hiveship MCP Server

4.3/10
io.github.SorcRR/hiveship-mcp-server

MCP server for AI coding agents to interact with the Hiveship issue tracker

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

Iris

4.3/10
io.github.SylphxAI/iris

Iris — image facts with pixel-level proof. OCR runs only when requested.

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

Pictostl MCP

4.3/10
io.github.qduoduo-hwh/pictostl-mcp

MCP server for pictostl.com image-to-3D generation

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

Proxmox MCP

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

Proxmox MCP is an opinionated MCP server

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

Itinerary Travel Plan Schedule Events

4.3/10
io.github.theluckystrike/itinerary-travel-plan-schedule-events

Trip itinerary planner: events, free-busy, double bookings, schedule export.

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

X Ads

4.3/10
com.getmcpads/x-ads

X Ads MCP server: 25 read tools, 19 opt-in preview-first writes.

6.5Reliab.
6.0Docs
3.5Maint.
1.0Adopt.
Other stdio

Conceptio Search

4.3/10
io.github.0x923041-dotcom/conceptio-search

Search 1M+ open-access papers, standards, and case law from an AI agent.

6.5Reliab.
6.0Docs
3.5Maint.
1.0Adopt.
Search stdio

Foremerge

4.3/10
io.github.naw103/foremerge

Coordinate parallel coding agents, above Git

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

Veriko

4.3/10
io.github.veriko-mx-labs/veriko

Valida y consulta transferencias SPEI mediante la API oficial de Veriko.

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

Munim

4.3/10
io.github.vishalsg42/munim

One MCP server holding a live session with every client's account at once.

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

Flow Orchestrator

4.3/10
dev.brandbrain/flow-orchestrator

Compose BrandBrain asset flows, run mock/live generation, and fetch outputs

6.5Reliab.
6.0Docs
3.5Maint.
1.0Adopt.
Browser stdio

Ownpg

4.3/10
io.github.devops-infinity/ownpg

PostgreSQL DBA tools over MCP, scoped to one database and one schema.

6.5Reliab.
6.0Docs
3.5Maint.
1.0Adopt.
Database stdio

Odoo MCP

4.3/10
io.github.ebmurha/odoo-mcp

Workflow-native MCP server for safe Odoo Enterprise back-office operations

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

MCP Send

4.3/10
io.github.fileseal/mcp-send

Send a file to a person as a one-time, encrypted, auto-deleting download link.

6.5Reliab.
6.0Docs
3.5Maint.
1.0Adopt.
Filesystem stdio

Silverbullet Ai MCP

4.3/10
io.github.justyns/silverbullet-ai-mcp

Exposes silverbullet-ai tools from a SilverBullet space to MCP clients

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

Labmcp Micro Manager

4.3/10
io.github.K-Dense-AI/labmcp-micro-manager

MCP server for microscopes controlled by Micro-Manager (pymmcore-plus).

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

Labmcp New Era

4.3/10
io.github.K-Dense-AI/labmcp-new-era

MCP server for New Era Pump Systems syringe pumps (NE-1000 family, RS-232).

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

Labmcp Opentrons

4.3/10
io.github.K-Dense-AI/labmcp-opentrons

MCP server for Opentrons OT-2 and Flex liquid-handling robots (HTTP API).

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

Lockdocs

4.3/10
io.github.SylphxAI/lockdocs

Exact-version library docs from your lockfile — local, offline, no rate limits.

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

Pushover MCP

4.3/10
io.github.joshuawowk/pushover-mcp

Send push notifications to your devices and groups via the Pushover API.

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

Intervals MCP

4.3/10
io.github.ljcl/intervals-mcp

Remote MCP server for intervals.icu run data and analysis

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

Boondmanager MCP Server

4.3/10
io.github.silamir/boondmanager-mcp-server

MCP Server for BoondManager API - 185 tools, 13 prompts, 22 resources (ERP/CRM)

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

Gohumanize Open Humanizer MCP

4.3/10
io.github.GoHumanize-ai/gohumanize-open-humanizer-mcp

Rewrite AI-styled text into natural writing with a fine-tune model.

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

Labmcp Alicat

4.3/10
io.github.K-Dense-AI/labmcp-alicat

MCP server for Alicat mass flow and pressure meters/controllers.

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

Labmcp Ble Health

4.3/10
io.github.K-Dense-AI/labmcp-ble-health

MCP server for Bluetooth LE health sensors (standard GATT profiles).

6.5Reliab.
6.0Docs
3.5Maint.
1.0Adopt.
Filesystem Rust stdio

Labmcp Ika

4.3/10
io.github.K-Dense-AI/labmcp-ika

MCP server for IKA hotplate stirrers and overhead stirrers (NAMUR commands).

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

Labmcp Labjack

4.3/10
io.github.K-Dense-AI/labmcp-labjack

MCP server for LabJack T4, T7/T7-Pro and T8 DAQ devices (LJM).

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

Labmcp Lakeshore

4.3/10
io.github.K-Dense-AI/labmcp-lakeshore

MCP server for Lake Shore Cryotronics 335/336/350 temperature controllers.

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

Labmcp Ni Daqmx

4.3/10
io.github.K-Dense-AI/labmcp-ni-daqmx

MCP server for National Instruments DAQ devices (NI-DAQmx).

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

Labmcp Ocean Spectrometer

4.3/10
io.github.K-Dense-AI/labmcp-ocean-spectrometer

MCP server for Ocean Insight / Ocean Optics spectrometers (python-seabreeze).

6.5Reliab.
6.0Docs
3.5Maint.
1.0Adopt.
Git / Code Python stdio

Labmcp Sartorius

4.3/10
io.github.K-Dense-AI/labmcp-sartorius

MCP server for Sartorius laboratory balances (SBI protocol).

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

Labmcp Sila2

4.3/10
io.github.K-Dense-AI/labmcp-sila2

MCP bridge to any SiLA 2 server (lab-automation standard).

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

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

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

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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.