MCP Server Quality Scores
Independent quality analysis of 64186 public MCP servers
Last updated 1 hour, 3 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 61101 |
fallhr-mcp
Claim
MCP server for the foldkit framework, exposing 7-prime spine, 7 κ-bands, and 6 …
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| 61102 |
Kali MCP Server
Claim
AI-powered penetration testing through 36 MCP tools on a containerized Kali Lin…
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| 61103 |
RStudio MCP Server
Claim
Enables AI assistants to deeply integrate with RStudio for environment manageme…
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| 61104 |
katalon-mcp-server
Claim
Bridges Katalon Studio with Claude AI for intelligent QA automation, enabling p…
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| 61105 |
LiveTap
Claim
LiveTap connects live data streams (MQTT, WebSocket, file tailing) to AI coding…
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| 61106 |
A local, read-only MCP server that analyzes Python backend projects by providin…
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| 61107 |
MCP server for foldkit, exposing 7-prime spine, κ-bands, and fold operations as…
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| 61108 |
FastAPI-MCP
Claim
Exposes FastAPI endpoints as Model Context Protocol (MCP) tools while preservin…
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| 61109 |
MalwareAnalyzerMCP
Claim
Enables malware analysis through terminal command execution with specialized to…
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| 61110 |
kicad-mcp
Claim
Enables LLM agents to operate on KiCad by reading compressed schematics (TOON f…
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| 61111 |
Cloudflare Image MCP
Claim
Image generation MCP server running on Cloudflare Workers, supporting multiple …
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| 61112 |
Garmin Workout Pipeline
Claim
Enables building and uploading structured workouts to Garmin Connect using YAML…
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| 61113 |
webappmcp
Claim
Enables AI assistants to interact with web applications through DOM inspection,…
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| 61114 |
agent-media
Claim
CLI and MCP server for AI video and image generation with unified access to 7 m…
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| 61115 |
rancher-mcp-server
Claim
Exposes Rancher-managed clusters as tools for AI assistants, enabling SRE tasks…
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| 61116 |
hub-bus
Claim
An MCP broker that provides local communication between Manager and Lead agents…
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| 61117 |
mike-plus
Claim
A headless, natural-language-driven automated modelling workflow for MIKE+, ena…
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| 61118 |
Convex MCP
Claim
Enables building a stateless MCP endpoint on top of Convex, allowing AI agents …
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| 61119 |
websearch-mcp
Claim
A self-hosted MCP server that gives AI agents deep internet research capabiliti…
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| 61120 |
Integrate the Trasty API with your agents to access monthly usage data seamless…
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| 61121 |
falllegal-mcp
Claim
MCP server for foldkit that exposes 7-prime spine, 7 κ-bands, and 6 fold operat…
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| 61122 |
supercollider-mcp
Claim
Connects Claude Code to SuperCollider for AI-driven music composition, supporti…
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| 61123 |
Gen3 MCP Server
Claim
A Model Context Protocol (MCP) server for interacting with Gen3 data commons, w…
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| 61124 |
CFAST MCP
Claim
Enables LLMs to build, inspect, run, and analyze CFAST fire models step by step…
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| 61125 |
gmail-mcp
Claim
Enables AI assistants to manage Gmail emails, including sending, searching, and…
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| 61126 |
Turns any verb Registry into a real MCP server, where each verb becomes an MCP …
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| 61127 |
Provides geospatial intelligence for Uttar Pradesh, India, enabling geocoding, …
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| 61128 |
KVMFleet MCP Server
Claim
Read-only MCP server that allows AI assistants to query and monitor KVM Fleet d…
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| 61129 |
fallledger-mcp
Claim
MCP server for foldkit, exposing the 7-prime spine, 7 κ-bands, and 6 fold opera…
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| 61130 |
fallnote-mcp
Claim
Exposes foldkit's 7-prime spine, 7 κ-bands, and 6 fold operations as MCP tools …
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| 61131 |
mcp-kitsu
Claim
Enables searching and retrieving anime and manga data from Kitsu's catalogue, i…
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| 61132 |
home-slice-mcp
Claim
MCP server providing mortgage calculation tools and live interest rates from Ho…
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| 61133 |
Enables AI assistants to book meetings, check availability, and manage Cal.com …
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| 61134 |
falllegalpaper-mcp
Claim
MCP server exposing foldkit's 7-prime spine, 7 kappa-bands, and 6 fold operatio…
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| 61135 |
MongoDB MCP
Claim
Feature-rich MCP server for MongoDB with multi-connection support, enabling use…
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| 61136 |
BingX MCP Server
Claim
Enables LLM agents to access BingX cryptocurrency exchange market data and exec…
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| 61137 |
Spica MCP Server
Claim
MCP server that enables AI agents to interact with Spica servers, managing data…
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| 61138 |
falllegalpractice-mcp
Claim
MCP server exposing foldkit's 7-prime spine, κ-bands, and fold operations as to…
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| 61139 |
Bazi MCP
Claim
MCP server for accurate Bazi calculations, enabling personality analysis, desti…
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| 61140 |
chronicle-mcp
Claim
Local MCP server to sync, clean, and index AI chat logs locally. Saves up to 40…
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| 61141 |
site24x7-code-mode-mcp
Claim
A Model Context Protocol server for Zoho Site24x7 that uses a JavaScript sandbo…
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| 61142 |
supertonic3-mcp
Claim
Enables local text-to-speech synthesis for Claude and Cursor using Supertonic 3…
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| 61143 |
code-index-mcp
Claim
Self-hosted hybrid code search MCP server with text, symbol, and semantic searc…
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| 61144 |
POEM MCP Server
Claim
Enables parsing, validating, and translating POEM pseudo-code specifications in…
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| 61145 |
ipsymcon-mcp-server
Claim
Enables Claude/agents to read, control, and develop IP-Symcon home automation s…
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| 61146 |
mcp-client-slack
Claim
Listens for Slack @mentions and publishes them as real-time events to the KĀDI …
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| 61147 |
An MCP server that guides QA and verification processes by breaking down tasks …
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| 61148 |
Monzo Claude Connector
Claim
A remote MCP server on Cloudflare Workers that gives Claude read-only access to…
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| 61149 |
graphrag-local
Claim
Connects Claude Code to a local GraphRAG knowledge base (LightRAG + Ollama) for…
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| 61150 |
Jokes MCP Server
Claim
Deploys a joke-telling MCP server on Azure and integrates it with Microsoft Cop…
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