MCP Server Quality Scores
Independent quality analysis of 66502 public MCP servers
Last updated 1 hour, 12 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 53351 |
zvec-mcp
Claim
Enables AI agents to store, search, and manage a local vector database for RAG …
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| 53352 |
qq-music-mcp
Claim
Integrates QQ Music API with MCP, enabling LLMs to search music, retrieve song …
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| 53353 |
Chrome MCP Server
Claim
An extension-based MCP server that enables AI assistants to control your existi…
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| 53354 |
agent-identity-trust-mcp
Claim
agent-identity-trust-mcp MCP server by MEOK AI Labs
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| 53355 |
Pigeon MCP Server
Claim
A kanban board MCP server that enables AI agents to read and write project boar…
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| 53356 |
KeyStack
Claim
Local dashboard and MCP server that maintains a live project registry and skill…
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| 53357 |
YouTube MCP Server
Claim
Enables Claude to search YouTube for artists and manage playlists on your YouTu…
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| 53358 |
remoet-mcp
Claim
Job search for AI agents. Search tech companies by their real tech stack, star …
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| 53359 |
Google MCP Agent
Claim
Enables interaction with Gmail, Google Drive, and Google Classroom through Fast…
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| 53360 |
cron-collision-detector
Claim
Cloudflare Workers MCP server: cron-collision-detector
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| 53361 |
MCP server for parametric 3D modeling in Autodesk Inventor, enabling natural la…
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| 53362 |
kagi-server
Claim
MCP server integrating the Kagi Search API to perform web searches using the ka…
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| 53363 |
astroway-mcp
Claim
Comprehensive astrology MCP exposing every endpoint of the AstroWay Calculation…
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| 53364 |
TrailWeights MCP
Claim
Read-only access to TrailWeights' ultralight gear corpus — verified weights, cr…
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| 53365 |
docdb-mcp
Claim
Resolves patent publication numbers to canonical DOCDB identifiers, providing i…
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| 53366 |
Test whether 3D assets survive Apple Quick Look and Safari <model>, then fix wh…
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| 53367 |
YourMemory
Claim
Persistent memory for AI agents. Memories decay with time and strengthen on rec…
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| 53368 |
Bitrefill MCP Server
Claim
Enables AI assistants to search for and purchase gift cards, mobile topups, and…
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| 53369 |
Cloudflare MCP
Claim
Portal-safe Cloudflare MCP server that enables agents to make Cloudflare API re…
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| 53370 |
Synapse RMCP
Claim
Rust MCP and CLI server for Docker, host inspection, SSH, logs, ZFS, and safe f…
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| 53371 |
openapi-mcp
Claim
Automatically generates MCP server tools from OpenAPI specifications, enabling …
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| 53372 |
MCP Weather Server
Claim
Provides weather forecasts, alerts, and current conditions via the Model Contex…
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| 53373 |
relayos-mcp
Claim
Enables Claude Code to orchestrate AI team tasks by delegating simple work to f…
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| 53374 |
GAM MCP Server
Claim
Enables Google Workspace administration (Directory, Gmail, Drive, Sheets) via M…
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| 53375 |
figma-proxy-mcp
Claim
A local MCP server that gives AI agents live access to open Figma files for des…
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| 53376 |
PostgreSQL MCP Server
Claim
A comprehensive MCP server that enables database operations, schema management,…
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| 53377 |
Turns long-form videos into short-form clips (TikTok/Reels) by reasoning over w…
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| 53378 |
tydro-mcp
Claim
MCP server for the Tydro lending protocol on Ink blockchain, enabling AI agents…
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| 53379 |
MCP server for Starbucks — let AI agents search the menu, customize drinks, fin…
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| 53380 |
search-console-mcp
Claim
Google Search Console for Claude, Cursor & any MCP client — one sign-in, 30 sec…
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| 53381 |
Immich MCP Server
Claim
Enables MCP-compatible clients to interact with an Immich photo management inst…
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| 53382 |
rustchain-mcp
Claim
MCP server for the RustChain blockchain and BoTTube video platform, enabling AI…
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| 53383 |
vizio-tv
Claim
Control a Vizio SmartCast TV over your local network via the SmartCast local AP…
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| 53384 |
MySQL MCP Server
Claim
Connects MCP-compatible clients like Claude to a MySQL database, enabling schem…
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| 53385 |
Enables users to manage tasks with priorities, perform calculations with histor…
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| 53386 |
notebook-editor
Claim
A local MCP server for reading, writing, and executing Jupyter notebooks using …
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| 53387 |
cli-executor-mcp
Claim
Enables LLMs to execute CLI commands and scripts for system deployment and mana…
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| 53388 |
embodied_arm_mcp
Claim
MCP server for voice-controlled 6DOF robotic arm, exposing tools like move_to, …
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| 53389 |
rocket-cli
Claim
Rocket.Chat bridge with a local SQLite/FTS5 cache — CLI for humans, MCP server …
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| 53390 |
Provides comprehensive git tooling via MCP, including status, diffs, commits, b…
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| 53391 |
jira_just_ai
Claim
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| 53392 |
recall-mcp
Claim
Turns a local folder of notes and documents into a searchable knowledge base fo…
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| 53393 |
WAHA MCP Server
Claim
Enables Claude or other MCP clients to interact with WhatsApp through the WAHA …
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| 53394 |
UI Debugger MCP
Claim
Enables AI agents to autonomously debug UIs by delegating high-level stories to…
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| 53395 |
Mercury MCP
Claim
Simple MCP server that interfaces with the Mercury API, allowing you to talk to…
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| 53396 |
Teams MCP Server
Claim
Enables AI assistants to interact with Microsoft Teams through direct API calls…
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| 53397 |
tradestation-mcp
Claim
MCP server for TradeStation API enabling market data, brokerage, and order exec…
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| 53398 |
psd-mcp-server
Claim
Enables parsing of PSD files and extraction of layer information, design tokens…
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| 53399 |
jira-mock-mcp
Claim
Enables AI assistants to interact with a self-hosted Jira clone for testing, su…
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| 53400 |
Enables image generation and editing using Google Vertex AI's Imagen API throug…
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