MCP Server Quality Scores
Independent quality analysis of 66518 public MCP servers
Last updated 42 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 44351 |
mcp-arcgis-sarasota
Claim
Enables searching and querying City of Sarasota open geospatial data (parcels, …
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| 44352 |
Coinbase MCP Server
Claim
Provides tools for interacting with the Coinbase Advanced Trading API, enabling…
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| 44353 |
used-tempon
Claim
Enables logging time to Tempo (Jira time tracker) via natural language in Claud…
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| 44354 |
fidelity-mcp
Claim
Enables AI agents to read balances, positions, and transaction history, and pla…
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| 44355 |
BGPT MCP API
Claim
Search scientific papers with raw experimental data extracted from full-text st…
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| 44356 |
sandbox-mcp
Claim
自托管的MCP服务器,在Docker沙箱中提供命令执行、后台长任务、大文件传输和多沙箱自动管理,专为AI助手设计。
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| 44357 |
pindoc
Claim
Code-pinned team memory for AI coding agents — typed artifacts (Decision/Analys…
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| 44358 |
Review Guru MCP Server
Claim
Enables searching and retrieving Sri Lankan business reviews and doctor profile…
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| 44359 |
skill-audit-mcp
Claim
MCP server: static security scanner for MCP servers, agent skills & plugins. 68…
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| 44360 |
vision-mcp
Claim
A Python-based MCP server that adds image analysis capabilities to text-only LL…
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| 44361 |
athena-mcp
Claim
Enables users to execute SQL queries, manage workgroups, databases, tables, and…
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| 44362 |
Mr. Magic MCP Server
Claim
Bridges multiple lyrics providers (LRCLIB, Genius, Musixmatch, Melon) into a si…
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| 44363 |
Confluence MCP Server
Claim
A Model Context Protocol (MCP) server that provides Confluence search functiona…
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| 44364 |
0g-chain-mcp
Claim
Production-ready MCP server for 0G Chain blockchain operations, enabling wallet…
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| 44365 |
Integrates multiple Android APK security analysis tools into MCP standard APIs …
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| 44366 |
Google Calendar
Claim
Manage calendars and events in your Google account from your workspace. List, s…
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| 44367 |
AI-Powered Offensive Security Research Engine - desktop-native security testing…
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| 44368 |
dowhistle-mcp-server121
Claim
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| 44369 |
code-context-v2
Claim
Enables semantic code search across indexed codebases using natural language qu…
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| 44370 |
Enables AI assistants to connect to Gmail accounts, check connection status, an…
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| 44371 |
ProjectMind MCP
Claim
Gives AI coding assistants persistent project memory and semantic code search, …
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| 44372 |
foundersignal-mcp
Claim
Ask Claude what SaaS ideas are worth building. Aggregates revenue data, growth …
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| 44373 |
SpecShield MCP Server
Claim
A read-only API change deploy gate for AI coding agents that analyzes OpenAPI s…
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| 44374 |
Secure MCP server for quarantined web content extraction with two-layer prompt …
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| 44375 |
claudeForSafari
Claim
Safari Web Extension + Node.js MCP bridge giving Claude Desktop full control ov…
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| 44376 |
mysql-mcp-server
Claim
Enables natural language querying of MySQL databases via Claude Code, allowing …
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| 44377 |
groundlens-mcp
Claim
Enables hallucination detection for AI assistants by providing tools to assess …
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| 44378 |
dev-env-mcp
Claim
A local MCP server that provides a safe, structured way to manage Python enviro…
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| 44379 |
Sales Dashboard
Claim
Enables interactive sales data exploration within Claude through a dynamic dash…
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| 44380 |
mcp-lastfm
Claim
Provides 41 read-only tools to search and browse Last.fm data, including artist…
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| 44381 |
TMDB MCP Server
Claim
A Model Context Protocol (MCP) server that allows LLMs to search for movies and…
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| 44382 |
agent-media
Claim
CLI and MCP server for AI video and image generation with unified access to 7 m…
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| 44383 |
ITHZ MCP
Claim
Local-first deterministic project memory for AI coding agents, with context pac…
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| 44384 |
reasonix-vision-mcp
Claim
A Vision Bridge MCP Server that enables text-only models to call vision models …
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| 44385 |
petal-components-mcp
Claim
MCP server that exposes petal_components schemas and usage examples to AI codin…
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| 44386 |
Heuris-BioMCP
Claim
A bioinformatics MCP server that connects AI clients to over 30 life science da…
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| 44387 |
Vennio Scheduling
Claim
Programmable time infrastructure — scheduling and availability tools for AI age…
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| 44388 |
ViaCEP Brasil MCP Server
Claim
Enables AI tools to query Brazilian addresses by CEP or search CEPs by address …
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| 44389 |
Provides weather and air quality information for cities using OpenWeather API.
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| 44390 |
project-manager
Claim
Connects Claude to a local project management API, enabling task, project, and …
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| 44391 |
ruff-mcp-server
Claim
An MCP server that integrates Ruff linting, formatting, and code analysis tools…
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| 44392 |
mcp-memory-server
Claim
A knowledge-graph-based persistent memory server for the Model Context Protocol…
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| 44393 |
Ubuntu MCP Servers
Claim
MCP servers for querying and submitting Ubuntu data via ubq, covering bugs, pac…
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| 44394 |
Garmin MCP Server
Claim
This Model Context Protocol (MCP) server connects to Garmin Connect and exposes…
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| 44395 |
obsidian-mcp-server
Claim
Gives Claude direct access to an Obsidian vault, enabling read, write, search, …
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| 44396 |
metatron
Claim
Self-hosted codebase priors and conventions server. Captures codebase design pa…
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| 44397 |
Arthas MCP Server
Claim
Java diagnostics MCP server for LLM integration with Alibaba Arthas, enabling a…
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| 44398 |
BRS Signals MCP Server
Claim
Provides real-time Bitcoin market regime detection by fusing on-chain, derivati…
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| 44399 |
harness-fe
Claim
A source-aware MCP server that connects AI agents to browser and server runtime…
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| 44400 |
mastra-test
Claim
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