MCP Server Quality Scores
Independent quality analysis of 69070 public MCP servers
Last updated 4 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 61201 |
Ableton MCP Enhanced
Claim
Enables controlling Ableton Live from Cursor using natural language commands fo…
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| 61202 |
rspace
Claim
R.Space — the real estate OS for the UAE.
The platform powers every side of th…
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| 61203 |
mcp-local-relay
Claim
A persistent local MCP relay that caches tool discovery, keeps upstream servers…
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| 61204 |
LightRAG MCP Server
Claim
MCP server for integrating LightRAG with AI tools. Provides a unified interface…
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| 61205 |
servomotor-mcp
Claim
Drive open-source Gearotons M17 servomotors from natural language via an MCP se…
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| 61206 |
packforge
Claim
AI Agent Instruction Hub that orchestrates context-aware instruction packs for …
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| 61207 |
Instagram MCP Server
Claim
Enables AI applications to interact with Instagram Business accounts programmat…
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| 61208 |
mcp-tw-company
Claim
An MCP server for querying Taiwan company registry open data, enabling search b…
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| 61209 |
memory-mcp
Claim
Persistent, searchable, versioned memory for AI agents, backed by Valkey and ex…
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| 61210 |
Enables AI assistants to perform intelligent browser automation with session-ba…
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| 61211 |
specopt-mcp
Claim
Enables prompt and code optimization using DSPy and MCP, with tools for optimiz…
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| 61212 |
Amazon Q CLI MCP Server
Claim
Wraps the Amazon Q CLI to enable MCP hosts to interact with Amazon Q's AI capab…
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| 61213 |
goodtoknow
Claim
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| 61214 |
electron-mcp-server
Claim
Enables AI coding tools to interact with Electron applications for automated te…
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| 61215 |
vessel-traffic-mcp
Claim
Read-only vessel identity lookup, AIS-style positions, tracks, port calls, carr…
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| 61216 |
fred-mcp
Claim
Enables querying and retrieving Federal Reserve Economic Data (FRED) including …
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| 61217 |
Gemini MCP Server
Claim
Provides 23 tools for Google's Gemini API, enabling chat, multimodal analysis, …
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| 61218 |
Civil3D MCP Server
Claim
Connects Claude to a running Autodesk Civil 3D instance via COM automation to p…
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| 61219 |
Planka MCP Server
Claim
Enables AI assistants to interact with Planka, a real-time Kanban board applica…
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| 61220 |
realhands
Claim
An MCP server that lets Claude operate your real computer by moving the actual …
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| 61221 |
applescript-mcp
Claim
Enables Claude to automate macOS applications, manage files, control music, sen…
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| 61222 |
PeopleBox ATS MCP Server
Claim
Enables interaction with the PeopleBox Applicant Tracking System (ATS) to manag…
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| 61223 |
Feishu/Lark OpenAPI MCP
Claim
A tool designed to help users connect AI Agents with the Feishu/Lark platform, …
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| 61224 |
cisco-secure-access-mcp
Claim
A community MCP server for Cisco Secure Access that exposes the Secure Access R…
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| 61225 |
fabric-dw-mcp-cli
Claim
CLI and MCP server for administering Microsoft Fabric Data Warehouses and SQL A…
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| 61226 |
mcp-federal-register
Claim
Enables querying the US Federal Register API for federal register documents and…
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| 61227 |
OriginLab MCP Server
Claim
Bridge between AI assistants and OriginLab, enabling data import, plotting, ana…
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| 61228 |
legal-mcp
Claim
Enables US case law search, citation parsing, practice management via Clio, and…
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| 61229 |
ScopeMCP
Claim
An MCP server that connects AI assistants to the Owon DS1102 oscilloscope, enab…
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| 61230 |
Apple Health MCP Server
Claim
Streams Apple Watch health metrics (HRV, sleep, heart rate, etc.) to Claude via…
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| 61231 |
comfyui-mcp-server-node
Claim
A lightweight MCP server that bridges AI agents with a local ComfyUI instance t…
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| 61232 |
leafeep-mcp
Claim
A quiz distribution and grading server for educators. Create exams, generate st…
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| 61233 |
agent-bridge
Claim
A Kanban board enabling AI agents and humans to collaborate on tasks through MC…
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| 61234 |
Support Agent MCP
Claim
Provides order lookup, customer lookup, and refund issuance tools with categori…
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| 61235 |
gemini-cli-mcp-slim
Claim
Thin MCP server wrapping the Gemini CLI for AI assistants, supporting workspace…
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| 61236 |
fallmortgagepractice-mcp
Claim
Provides MCP tools and resources for the foldkit SDK, enabling interaction with…
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| 61237 |
An MCP server that statically audits Solidity smart contracts for common vulner…
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| 61238 |
Obsidian MCP Server
Claim
Enables AI assistants to read, write, and manage Obsidian notes, folders, and p…
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| 61239 |
mcp-voice
Claim
Enables Claude to generate, rewrite, de-AI, and transform text into a specific …
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| 61240 |
mcp-ai-agent-server
Claim
A dual-mode MCP server and CLI agent for AI-powered tasks including weather, ne…
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| 61241 |
MCP Server Builder
Claim
Scaffolds new MCP server projects with intelligent file analysis that auto-dete…
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| 61242 |
Copywriting MCP Server
Claim
Provides 10 validation tools for direct response copywriting, including blind c…
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| 61243 |
Resume MCP Server
Claim
An MCP server that compares your resume against a job description using semanti…
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| 61244 |
LightNow Local Proxy
Claim
Lets local MCP clients use one LightNow-managed MCP entry instead of storing ev…
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| 61245 |
TrainHeroic
Claim
Allows for management of TrainHeroic Athlete accounts via MCP and the unofficia…
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| 61246 |
appcrane-mcp
Claim
MCP connector for AppCrane that serves a bundled tool catalog for offline intro…
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| 61247 |
Analyzes file access times, duplicates, and sizes to identify rarely used files…
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| 61248 |
Search auto parts in Chile. Decode Chilean plates and VINs. 160K+ parts from ve…
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| 61249 |
Math MCP Server
Claim
Exposes a broad mathematics toolkit including symbolic algebra, calculus, numer…
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| 61250 |
PowerGridIQ
Claim
The PGIQ Rating as agent tools: where to site or schedule a large electricity l…
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