MCP Server Quality Scores
Independent quality analysis of 66518 public MCP servers
Last updated 6 hours, 27 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 49201 |
Flight Agent Matrix
Claim
Search Google, Skyscanner, Skiplagged, Booking.com in real time. Get your API k…
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| 49202 |
LogicProMCP
Claim
A local MCP server that bridges Logic Pro MIDI data via an AUv3 plugin, enablin…
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| 49203 |
mcp-arcgis-asheville
Claim
Enables querying City of Asheville open geospatial data (parcels, zoning, etc.)…
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| 49204 |
crypto-mcp-server
Claim
Enables EVM blockchain operations through Alchemy RPC, including balance querie…
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| 49205 |
MCP_Discord_Server
Claim
Discord Message Sending Service for Claude Desktop and KADI Agents that enables…
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| 49206 |
ai-act-mcp
Claim
Enables EU AI Act compliance assessment by classifying AI systems, listing obli…
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| 49207 |
pdf-chart-parser
Claim
An MCP server that extracts energy-usage charts from utility-bill PDFs, returni…
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| 49208 |
MCP FastAPI Server
Claim
Enables routing of AI model requests for code generation and debugging with API…
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| 49209 |
fffinstill
Claim
MCP server for fffinstill — A Research Lab for Your Investment Ideas
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| 49210 |
Enables AI assistants to generate interactive Excalidraw diagrams with viewport…
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| 49211 |
Remote MCP Server
Claim
Deploys an MCP server on Cloudflare Workers with OAuth, supporting math tools l…
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| 49212 |
GitHub Models Helper
Claim
An MCP server that helps interact with and compare different GitHub Models, ena…
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| 49213 |
AgentCore MCP Proxy
Claim
Bridges AI IDEs with AWS Bedrock AgentCore Gateway using Cognito OAuth and hard…
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| 49214 |
b24-dev-git
Claim
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| 49215 |
Searchless-ngx
Claim
An Agentic RAG MCP Server that transforms Paperless-ngx into a conversational d…
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| 49216 |
eip7702-rescue
Claim
Forensic MCP + hardened delegate for recovering assets from EIP-7702-compromise…
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| 49217 |
Provides stealth web browsing using dual browser engines (Chromium and Firefox)…
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| 49218 |
emovi-mcp
Claim
MCP server for the ESRU-EMOVI 2023 social mobility survey in Mexico. Enables AI…
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| 49219 |
my-context-mcp
Claim
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| 49220 |
ZERNO Lite MCP Server
Claim
Secure remote MCP server for giving AI agents access to ZERNO project briefs, t…
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| 49221 |
sqlite-explorer-mcp
Claim
Read-only SQLite database explorer for MCP clients. Allows discovery of tables …
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| 49222 |
Brutalist MCP
Claim
Multi-perspective code analysis using Claude Code, Codex, and Antigravity CLI a…
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| 49223 |
unifi-mcp
Claim
Read-only MCP server that surfaces UniFi network data from a UCG-Fiber console …
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| 49224 |
Rememberizer MCP Server
Claim
Enables querying and managing personal/team internal knowledge from sources lik…
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| 49225 |
aimemory
Claim
Gives AI agents persistent memory with semantic search, automatic extraction, a…
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| 49226 |
Twitter/X MCP Server
Claim
Connects AI assistants to Twitter/X using cookie-based authentication to read t…
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| 49227 |
Provides RAG-based FastAPI documentation retrieval and project introspection to…
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| 49228 |
mcp_hospirfq_processor
Claim
Exposes RFQ, travel, and hospitality operations as MCP tools backed by a GraphQ…
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| 49229 |
A neuromorphic visual processing system that combines visual memory storage wit…
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| 49230 |
Provides real-time weather, air quality, forecasts, and astronomical informatio…
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| 49231 |
mcp-server-github
Claim
An MCP server that enables GitHub API operations such as managing repositories,…
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| 49232 |
ai-trading-bot-01
Claim
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| 49233 |
Provides access to Jina AI's suite of tools including web search, URL reading, …
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| 49234 |
VÆR
Claim
Provides LLM-friendly weather tools and Norwegian place name resolution via MCP…
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| 49235 |
ThreatWatch MCP
Claim
AI-powered threat intelligence server with real-time alert monitoring and multi…
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| 49236 |
geocoding-mcp
Claim
An MCP server for forward geocoding via the Nominatim API (OpenStreetMap) with …
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| 49237 |
DocMCP
Claim
Index any documentation website and search it from AI coding assistants via the…
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| 49238 |
memdb
Claim
A SQLite-backed MCP memory server providing persistent memory storage with full…
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| 49239 |
mcp-China-weather-server
Claim
基于高德地图API的MCP天气预报服务器,提供中国城市的实时天气和天气预报查询功能。
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| 49240 |
fallmirror-mcp
Claim
MCP server for foldkit that exposes 7-prime spine, κ-bands, and fold operations…
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| 49241 |
MCP TokenSage
Claim
Enables token counting, usage tracking, and cost calculation for LLM APIs, with…
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| 49242 |
remix-mcp
Claim
A Rust MCP server that enables AI assistants to control Ableton Live via OSC, o…
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| 49243 |
Booru-Pictag-Get-MCP
Claim
An MCP server that searches booru image boards and cleans their tags into ready…
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| 49244 |
Workato Dev MCP
Claim
Enables authoring and debugging Workato recipes from Claude by wrapping the Wor…
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| 49245 |
football-api-mcp
Claim
MCP server for football-data.org API providing access to football data like sta…
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| 49246 |
File Server MCP
Claim
Enables accessing and managing files from configured folders with filtering and…
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| 49247 |
Mnemosure
Claim
A source-grounded memory layer for AI agents that stores, links, and recalls fa…
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| 49248 |
voiceos-todoist
Claim
Enables voice control of Todoist tasks via VoiceOS, with optional Apple Reminde…
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| 49249 |
local-wp-mcp
Claim
MCP server providing WP-CLI, MySQL, and filesystem access for Local by Flywheel…
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| 49250 |
Job Finder MCP Server
Claim
Enables users to search for remote job listings using Playwright browser automa…
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