MCP Server Quality Scores
Independent quality analysis of 67181 public MCP servers
Last updated 4 hours ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
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| 40251 |
Corvi Careers
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Search remote and onsite jobs through the public Corvi Careers MCP server.
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| 40252 |
Exposes the Tenable Identity Exposure (TIE) REST API as tools for LLM clients, …
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| 40253 |
ASTRA MCP Server
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Enables AI assistants to query and control a bio-hybrid neuromorphic simulation…
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| 40254 |
Figma MCP Write Bridge
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A Model Context Protocol server that enables AI agents to programmatically crea…
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| 40255 |
A weather MCP server that geocodes city names and fetches live weather from Ope…
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| 40256 |
TrueNAS Scale MCP Server
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A Model Context Protocol (MCP) server that enables AI assistants to manage True…
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| 40257 |
Amap MCP Server
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A Model Context Protocol (MCP) server that wraps the Amap (高德地图) Web Service AP…
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| 40258 |
Tally Prime MCP Server
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Bridges Tally Prime ERP with AI assistants, enabling querying financial reports…
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| 40259 |
jktjj-mcp
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MCP server for AI agent access to JKTJJ's structured BJJ data — gyms, coaches, …
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| 40260 |
MCP-GMX-VMD
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Integrates GROMACS molecular dynamics simulations with VMD visualization, enabl…
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| 40261 |
etapa
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Etapa is an AI cycling coach for beginners and returning riders. Most cycling a…
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| 40262 |
Azure DevOps MCP Server
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A reference server implementation for the Model Context Protocol that enables A…
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| 40263 |
bags-sdk-mcp
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Provides 46 MCP tools to interact with the Bags.fm platform, allowing AI agents…
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| 40264 |
maxoperf
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Load & browser performance testing — drive MaxoPerf from your AI agent with you…
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| 40265 |
MCP-demo
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MCP server that demonstrates PostgreSQL database interaction, providing a tool …
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| 40266 |
LibreJustice
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Search French and European case law and French legal texts (codes, statutes, tr…
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| 40267 |
Enables AI assistants to search and access academic papers from Google Scholar …
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| 40268 |
cmux-mcp
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MCP server wrapping the cmux CLI to let agents control terminal panes, workspac…
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| 40269 |
Gmail MCP Server
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Enables interaction with Gmail through the Gmail API, allowing users to list, r…
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| 40270 |
ebp-directory
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MCP server for querying a cross-referenced directory of evidence-based therapie…
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| 40271 |
owasp-agentic-mcp
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owasp-agentic-mcp MCP server by MEOK AI Labs
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| 40272 |
Claude Halla
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Provides shared awareness for Claude Code sessions, allowing them to broadcast …
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| 40273 |
mcp-gateway-scan
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Read-only static scanner for MCP / agent-gateway production-readiness. The `sca…
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| 40274 |
synapse-research
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A deep-research MCP server exposing a single task-augmented tool that runs GPT-…
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| 40275 |
notebooklm-mcp
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Bridges Claude Code/Cowork with Google NotebookLM for AI-powered research, sour…
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| 40276 |
MCP Browser
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Native macOS browser exposing an MCP server so AI agents can drive a real WKWeb…
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| 40277 |
Box
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Private on-device AI suite for Android. Fork of Google AI Edge Gallery with lla…
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| 40278 |
docx-comments
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Provides comprehensive read/write access to Word documents, including comments,…
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| 40279 |
Fan Token Intel MCP
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67+ tools for fan token intelligence: whale flows, signal scores, sports calend…
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| 40280 |
peec-ai-mcp
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Connect your AI assistant to your Peec AI account to monitor and analyze your b…
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| 40281 |
SendAPI MCP Server
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Enables any MCP-compatible AI agent to send WhatsApp messages, SMS, OTP codes, …
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| 40282 |
pg-mcp
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A Model Context Protocol server for PostgreSQL that enables database operations…
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| 40283 |
verbalized-sampling-mcp
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A Model Context Protocol server that provides Verbalized Sampling prompt templa…
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| 40284 |
influx-timeseries-mcp
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A selective, aggregation-first MCP server for InfluxDB v2 that bounds output an…
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| 40285 |
mubdi
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| 40286 |
RStudio MCP Server
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Enables AI assistants to deeply integrate with RStudio for environment manageme…
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| 40287 |
quicksight-mcp
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Enables natural language interaction with AWS QuickSight for building, editing,…
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| 40288 |
Nexez Agentic Commerce
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Find Nexez sellers, inspect offers, and validate checkout or negotiation before…
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| 40289 |
Bitbucket MCP
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An MCP server for Bitbucket Cloud that enables managing pull requests, branches…
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| 40290 |
Agent with a wallet? This place is built for you. Digital experiences made of w…
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| 40291 |
Knowledge Server
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Provides LLM-agnostic access to API documentation through MCP and REST endpoint…
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| 40292 |
mcpsq
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A simple MCP server to discover and manage MCP servers. Provides tools to find,…
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| 40293 |
ecs-mcp
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Monitor and analyze AWS ECS services, including service status, CloudWatch metr…
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| 40294 |
regulationsil
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| 40295 |
MCP Reddit Server
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Enables AI assistants to interact with Reddit by searching subreddits, retrievi…
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| 40296 |
mcp-server
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Crypto yield data for AI agents: lending, savings, staking, borrowing & stablec…
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| 40297 |
R MCP Server
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Enables AI assistants to execute R code, create visualizations, analyze data, a…
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| 40298 |
Enables AI agents to store and retrieve project context, bugs, decisions, and s…
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| 40299 |
origin
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Local-first Rust daemon for AI work. Git-versioned memories, distilled wiki pag…
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| 40300 |
Linear
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Interact with Linear project management through AI assistants. Retrieve, modify…
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