MCP Server Quality Scores
Independent quality analysis of 67181 public MCP servers
Last updated 2 hours, 39 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 38351 |
mysql-mcp
Claim
Provides read-only MySQL database operations for AI agents, supporting multiple…
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| 38352 |
Mac MCP
Claim
A local macOS MCP server for AI Agents that exposes safe endpoints for shell co…
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| 38353 |
zotero-comfort
Claim
High-level Zotero MCP integration with smart research workflows, enabling tasks…
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| 38354 |
AuditShield
Claim
A three-layer MCP server that filters false positives from static analysis tool…
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| 38355 |
MCP server for generating and editing images using Amazon Nova Canvas, Stable D…
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| 38356 |
Memento
Claim
Memento is a local-first, open-source MCP middleware that gives AI agents persi…
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| 38357 |
Q1 Crafter MCP
Claim
Automates academic research from multi-source discovery across 18 databases to …
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| 38358 |
PostgreSQL MCP Server
Claim
Enables AI assistants to interact with PostgreSQL databases through MCP, suppor…
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| 38359 |
github-ops-mcp
Claim
An MCP server that provides operational tooling over the GitHub API — issue tri…
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| 38360 |
images-mcp
Claim
Provides image generation tools powered by OpenRouter, running on Cloudflare Wo…
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| 38361 |
weather-mcp-server_test
Claim
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| 38362 |
Introducing PQS: The Fastest Way to Get Better Output From Any AI Model. Score …
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| 38363 |
blender-chatgpt-mcp
Claim
An MCP server that enables AI assistants like Codex or ChatGPT to inspect and c…
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| 38364 |
TestOps MCP Server
Claim
Enables AI assistants to interact with TestOps 5.25 for managing projects, test…
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| 38365 |
@mhdd_24/linkedin-mcp
Claim
MCP server that posts to LinkedIn through the LinkedIn API. Enables creating te…
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| 38366 |
arcmap-mcp
Claim
MCP server that allows AI agents to control a live ArcMap session via arcpy, in…
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| 38367 |
prime-intellect-mcp
Claim
The server enables Claude Code to rent, drive, and terminate Prime Intellect GP…
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| 38368 |
m365-mcp
Claim
A Model Context Protocol server that gives Claude Code (or any MCP client) cont…
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| 38369 |
google-slides-mcp
Claim
Enables creating, reading, and modifying Google Slides presentations programmat…
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| 38370 |
@humanaccepted/mcp
Claim
MCP server that auto-emits tamper-evident receipts for every tool call, enablin…
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| 38371 |
Spec-Driven MCP Server
Claim
Enables specification-driven development workflows for AI editors by managing s…
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| 38372 |
agent-device
Claim
Discovery router for the agent-device CLI. Exposes status, install guidance, ve…
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| 38373 |
nooon
Claim
A lightweight, read-only MCP server for Notion that enables searching, reading …
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| 38374 |
Enables AI assistants to access Published NFT documentation, NFT collections, F…
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| 38375 |
constraints-registry-mcp
Claim
A single, queryable source of engineering constraints that coding agents consul…
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| 38376 |
Remote HTTP/SSE MCP server for web search with full page content extraction, se…
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| 38377 |
ContextVault
Claim
Shared context storage for AI agents. Enables any MCP-compatible model to store…
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| 38378 |
A production-ready MCP server that enables Claude and other LLMs to generate im…
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| 38379 |
Sovereignty Scan
Claim
EU AI Act sovereignty scanning. Provider residency, registration status, audit …
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| 38380 |
Enables searching, enrolling, and tracking Coursera courses and certificates th…
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| 38381 |
swarm-mcp
Claim
An MCP server that provides access to Foursquare Swarm check-in data, enabling …
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| 38382 |
calendar-mcp
Claim
Enables reading your Microsoft 365 calendar to get today's meetings and availab…
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| 38383 |
poc-mcp
Claim
A proof-of-concept MCP server that enables LLMs to read local text files and fe…
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| 38384 |
tinytask
Claim
A minimal task management system for LLM agent collaboration via the Model Cont…
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| 38385 |
Attio CRM
Claim
Connect AI to your Attio CRM. Manage contacts, companies, deals, and sales pipe…
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| 38386 |
MCP server for the Pawn package index, enabling AI assistants to search and ins…
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| 38387 |
SPOKEAgent
Claim
A structure-aware MCP server for querying the SPOKE biomedical knowledge graph,…
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| 38388 |
identity-mcp
Claim
MCP server that gives AI agents disposable email addresses and real phone numbe…
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| 38389 |
MySQL MCP Server
Claim
A MySQL MCP server for secure database interaction, enabling schema inspection,…
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| 38390 |
agentic-commerce
Claim
A custom MCP server that turns Claude into an agentic shopping assistant for se…
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| 38391 |
UK street works compliance. Section 50 licences, S58 deferral, S74 overrun pena…
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| 38392 |
freqtrade-mcp-server
Claim
An MCP server for cryptocurrency trading via Freqtrade, enabling trade manageme…
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| 38393 |
mcp-local-image-reader
Claim
A simple MCP server that reads local images and returns them as ImageContent fo…
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| 38394 |
klone-mcp
Claim
A minimal MCP server for UW Hyak (klone) that exposes tools to run shell comman…
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| 38395 |
mcp-datetime
Claim
Provides current date and time in various formats including standard, Japanese,…
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| 38396 |
baritone-docs-mcp
Claim
Provides fuzzy search, read, and refresh capabilities for Baritone documentatio…
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| 38397 |
MCP Starter Kit
Claim
A minimal TypeScript MCP server template with example tool, Zod validation, std…
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| 38398 |
Extended Mind
Claim
A single MCP server that gives Claude, ChatGPT, Codex, and any MCP-compatible A…
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| 38399 |
ContextMine
Claim
Self-hosted documentation and code indexing with MCP integration.
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| 38400 |
Integrates a bio-hybrid neuromorphic simulation pipeline with SNN, consciousnes…
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