MCP Server Quality Scores
Independent quality analysis of 67286 public MCP servers
Last updated 27 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 56601 |
uniprot-mcp
Claim
Provides seamless access to UniProtKB protein data, enabling querying of protei…
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| 56602 |
Provides tools for accessing, comparing, and analyzing GitHub repository releas…
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| 56603 |
parse-mcp-server
Claim
Enables AI assistants to interact with Parse Platform databases, users, files, …
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| 56604 |
ollama-websearch-mcp
Claim
Enables performing web searches and fetching web page content via Ollama's host…
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| 56605 |
UniCortex
Claim
An MCP server that enables AI agents to control the Unity Editor externally, pr…
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| 56606 |
Cartena MCP Server
Claim
Enables AI clients like Claude to interact with Cartena tools via MCP, supporti…
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| 56607 |
Enables control of a Linak standing desk through natural language, allowing hei…
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| 56608 |
adl-context-collector
Claim
MCP server providing persistent memory for LLMs via semantic search over captur…
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| 56609 |
claude-dev-suite
Claim
Specialized agents, MCP servers, skills, and a visual dashboard for Claude Code…
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| 56610 |
FOFA MCP Server
Claim
MCP server for querying the FOFA API, enabling network asset search and account…
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| 56611 |
Bitunix MCP
Claim
Enables Claude Code to trade on BitUnix exchange via the MCP protocol, supporti…
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| 56612 |
incident-tool
Claim
Enables AI agents to diagnose Linux server incidents by collecting and structur…
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| 56613 |
patchwork-deepmind
Claim
MCP server for the Behringer DeepMind 12 synthesizer. Gives AI agents real-time…
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| 56614 |
Everclear MCP Server
Claim
Provides Claude AI with direct access to Everclear.org's API endpoints for quer…
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| 56615 |
Weather MCP Server
Claim
Enables Claude Desktop to query real-time weather information and forecasts via…
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| 56616 |
music21-mcp-server
Claim
A multi-interface music analysis server providing MCP, HTTP, CLI, and Python in…
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| 56617 |
Enables Claude to generate images on demand using the FLUX.1-schnell model, sup…
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| 56618 |
integrity-checker-mcp
Claim
MCP server for the CMS File Integrity Checker. Enables users to submit and quer…
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| 56619 |
mcp-query
Claim
A local MCP server for secure database querying from Claude Code, with Apple Ke…
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| 56620 |
siyuan-ai-mcp-bridge
Claim
Provides a local MCP stdio server that enables AI clients to read, search, crea…
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| 56621 |
mcp-server-freee
Claim
Enables AI agents to interact with the freee accounting API, offering tools for…
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| 56622 |
mcp-meteo
Claim
Provides real-time weather and forecasts via Open-Meteo, supporting queries by …
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| 56623 |
local-file-manager
Claim
Enables AI clients to manage and manipulate text files in a secure local direct…
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| 56624 |
Strava Coach MCP Server
Claim
Enables AI assistants to access Strava running data, route planning, and weathe…
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| 56625 |
EDCB MCP Server
Claim
Enables LLMs to control EDCB, a broadcast recording software, allowing program …
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| 56626 |
MCP Toolkit Server
Claim
A Model Context Protocol server providing tools for DB queries, API calls, file…
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| 56627 |
agent-mux
Claim
MCP server that manages interactive CLI agent pools using tmux, enabling creati…
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| 56628 |
OpenProject MCP Server
Claim
Enables AI agents to manage OpenProject projects, work packages, activities, an…
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| 56629 |
agent-teams-ai
Claim
You're the boss, agents are your team. They handle tasks on their own, message …
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| 56630 |
Finance MCP Server
Claim
Enables financial calculations such as compound interest, loan EMI, and savings…
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| 56631 |
Ping Principal MCP
Claim
Enables AI agents to request human input through native macOS dialogs for clari…
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| 56632 |
bloom-mcp
Claim
MCP server for Bloom Growth that allows users to update metrics, check scorecar…
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| 56633 |
mcp-ssh-tmux
Claim
A high-performance MCP server that manages persistent SSH sessions via a local …
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| 56634 |
custom-mcp-server
Claim
Production MCP server for data annotation workflows, exposing six tools backed …
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| 56635 |
iris-execute-mcp
Claim
MCP server for InterSystems IRIS that provides 8 tools including ObjectScript e…
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| 56636 |
prection
Claim
预测运势能力mcp
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| 56637 |
Google Sheets MCP Server
Claim
Enables AI assistants to interact with Google Sheets, performing operations lik…
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| 56638 |
Avo
Claim
Define, ship & query your analytics tracking from one source of truth, trusted …
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| 56639 |
kicad-mcp-pro
Claim
KiCad MCP Pro is an MCP server for KiCad EDA workflows. It lets AI agents autom…
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| 56640 |
Scribe MCP
Claim
Transcribes audio/video files, generates summaries and structured knowledge ite…
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| 56641 |
notify-mcp
Claim
Enables AI to send push notifications to your phone via a configurable gateway.…
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| 56642 |
chance-electro-pricing
Claim
Provides electrical pricing, cable sizing, and profitability analysis tools for…
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| 56643 |
audio-mcp
Claim
Local MCP server for macOS that captures microphone input and/or system audio o…
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| 56644 |
knowledge-mcp-server
Claim
A forkable RAG project with an MCP server for VS Code/Copilot, enabling indexin…
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| 56645 |
Enables package tracking across multiple carriers by auto-detecting the carrier…
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| 56646 |
microsandbox-mcp
Claim
Connects AI agents to microsandbox for creating lightweight sandboxes, executin…
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| 56647 |
SSH MCP Server
Claim
An MCP server that gives AI agents SSH capabilities to execute commands, transf…
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| 56648 |
Overlord MCP Server
Claim
MCP server for the Overlord C2 framework that gives AI agents 66+ tools for man…
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| 56649 |
Office-PowerPoint-MCP
Claim
Enables AI assistants to programmatically create, manipulate, and analyze Micro…
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| 56650 |
@gibeon/mcp-server
Claim
MCP server for the Gibeon digital signage platform. Control your players, manag…
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