MCP Server Quality Scores
Independent quality analysis of 67226 public MCP servers
Last updated 1 hour, 36 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 51251 |
rulesmith
Claim
Provides a CLI and MCP server for scanning repositories to generate evidence-ba…
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| 51252 |
Enables real-time currency exchange rate queries between any two currencies usi…
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| 51253 |
execution-run-mcp
Claim
Enables AI agents to interact with the Execute.run bot API for managing Shell b…
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| 51254 |
Ephemeral 7-day hybrid vector+BM25 working memory, multilingual, backed by Redi…
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| 51255 |
Dual Water Tank MCP
Claim
Fits a lithium-ion full-cell dual-water-tank model from charge/discharge voltag…
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| 51256 |
@looppause/mcp
Claim
Pauses AI agent execution and routes approval requests to humans via Slack or e…
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| 51257 |
mcp-cli
Claim
Yet another CLI tool for testing MCP servers
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| 51258 |
v0-1-0
Claim
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| 51259 |
Vopak Workspace MCP
Claim
Enables AI agents to control Google Workspace services (Slides, Docs, Sheets, D…
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| 51260 |
polymarket-mcp
Claim
Read-only Polymarket prediction market data for AI agents.
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| 51261 |
DevHelm MCP Server
Claim
Monitor uptime, manage incidents, configure alerting, and query dependency stat…
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| 51262 |
mcp-agent-opt
Claim
Provides code-aware context compression by stripping comments, docstrings, and …
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| 51263 |
questlog-mcp
Claim
An MCP server that wraps the Taskwarrior CLI to allow AI assistants to create, …
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| 51264 |
helppilot-mcp
Claim
A local MCP server that connects Claude Desktop to your HelpPilot tenant on pil…
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| 51265 |
HKC Memory Server
Claim
An MCP server for managing persistent AI memory using hybrid search (keyword + …
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| 51266 |
claude-code
Claim
Enables Codex to delegate tasks to Claude Code, allowing Claude to investigate,…
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| 51267 |
RishiAI MCP Server
Claim
A Vedic astrology MCP server providing tools for natal charts, transits, compat…
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| 51268 |
academic-stats-advisor
Claim
An MCP server that enables AI assistants to call statistician's decision logic …
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| 51269 |
Web Search MCP Server
Claim
Provides Google search and web content viewing with advanced bot detection avoi…
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| 51270 |
Hickey_MCP
Claim
Personal MCP server for Snowflake and Tableau integration, enabling SQL queries…
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| 51271 |
Agent Core
Claim
A local capability layer for AI agents providing persistent memory, credential …
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| 51272 |
mcp-code-todo
Claim
Scans codebases for TODO comments and exposes them as structured data to LLMs, …
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| 51273 |
EvalKit MCP Server
Claim
Enables testing AI safety classifier robustness against query decomposition, ob…
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| 51274 |
authentik-mcp
Claim
MCP server for Authentik identity provider enabling management of users, groups…
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| 51275 |
Flask-based server that exposes callable tools via HTTP endpoints for AI agents…
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| 51276 |
homelab-ai
Claim
Self-hosted AI orchestrator that monitors and manages homelab services, exposin…
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| 51277 |
mcp-devutils
Claim
Provides 45 developer utilities (UUID generation, hashing, JWT decoding, etc.) …
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| 51278 |
rndocs
Claim
Search and read React Native documentation offline from the terminal.
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| 51279 |
mcp-acedatacloud
Claim
Manage your AceData Cloud account: services, pricing, APIs, docs, balance, usag…
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| 51280 |
boltcheckout
Claim
MCP server enabling natural language interaction with the Bolt API for managing…
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| 51281 |
engine
Claim
AIN bias & stability engine: finance, gaming, AI, crypto. 68 tools across 11 ca…
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| 51282 |
uniprot-mcp
Claim
Auditable UniProt MCP server with per-query SHA-256 provenance and offline repl…
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| 51283 |
zenhub-mcp
Claim
Provides full access to the ZenHub GraphQL API. Enables project management oper…
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| 51284 |
Synchronex
Claim
Connect any AI agent to your Synchronex workspace — portable memory, decisions,…
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| 51285 |
MoSPI MCP Server
Claim
MCP server for accessing India's Ministry of Statistics and Programme Implement…
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| 51286 |
gta_mcp
Claim
Enables GTA Online money making with live tools for weekly bonuses, business tr…
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| 51287 |
ScrapeGraphAI
Claim
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| 51288 |
Basic MCP Server
Claim
A minimal MCP server example that provides basic utility tools including text e…
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| 51289 |
n8n-mcp
Claim
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| 51290 |
Plausible MCP
Claim
Enables natural language interaction with Plausible Analytics data to query tra…
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| 51291 |
Civis MCP Server
Claim
Enables interaction with the Civis Platform for data exploration, querying, and…
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| 51292 |
Helps design, validate, and generate Adobe Experience Manager Assets API reques…
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| 51293 |
Jana MCP Server
Claim
Provides natural language access to environmental data including air quality me…
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| 51294 |
obsidian-local-rest-api
Claim
Built-in MCP server that gives AI agents direct access to an Obsidian vault for…
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| 51295 |
IndiaQuant MCP
Claim
IndiaQuant MCP is a real-time AI-powered market intelligence system that provid…
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| 51296 |
MCP server for fraud detection using machine learning, behavioral biometrics, a…
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| 51297 |
Fireberry CRM MCP Server
Claim
Enables AI assistants to securely interact with Fireberry CRM, allowing metadat…
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| 51298 |
vuln-mcp-server
Claim
A vulnerable-by-design MCP server pair (NotesServer and VaultServer) for testin…
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| 51299 |
@isteam/hackernews-mcp
Claim
MCP server for Hacker News that enables AI agents to search stories, read comme…
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| 51300 |
excalidraw-mcp
Claim
Enables AI agents to create and manipulate live visual diagrams on an Excalidra…
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