MCP Server Quality Scores
Independent quality analysis of 46347 public MCP servers
Last updated 33 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 46251 |
ICF MCP Server
Claim
Enables lookup, search, browsing, and explanation of WHO's International Classi…
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| 46252 |
Zephyr Scale MCP Server
Claim
An MCP server for Zephyr Scale test management supporting Jira Cloud and Data C…
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| 46253 |
vector-mcp
Claim
A production-grade MCP server for integrating RAG into AI agents, supporting mu…
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| 46254 |
testap123
Claim
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| 46255 |
agent-comm-hub
Claim
Production-grade multi-agent communication infrastructure with real-time messag…
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| 46256 |
HeyTraders MCP
Claim
Run and backtest quantitative trading strategies using natural language descrip…
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| 46257 |
mcp-pyatv
Claim
MCP server for controlling Apple TV, HomePod, and AirPlay devices via pyatv, of…
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| 46258 |
FlowDot MCP Server
Claim
Connect any MCP-compatible AI client to the entire FlowDot platform, enabling m…
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| 46259 |
blpapi-mcp
Claim
Enables access to Bloomberg financial data via MCP, requiring a Bloomberg Termi…
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| 46260 |
hacesfalta-mcp
Claim
Search volunteer opportunities across Spain via hacesfalta.org
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| 46261 |
mcp-server-test
Claim
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| 46262 |
Canvas Poke MCP
Claim
Connects Canvas LMS to Poke for proactive text reminders about upcoming assignm…
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| 46263 |
MCP Trenitalia
Claim
An MCP server for real-time Italian railway data, enabling natural language que…
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| 46264 |
passoff
Claim
Enables handoff of context between AI coding agents like Claude Code, Cursor, C…
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| 46265 |
Immich MCP Server
Claim
Enables MCP-compatible clients to interact with an Immich photo management inst…
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| 46266 |
dev-notes
Claim
Enables Claude to save, list, and read notes in a '/dev-notes' directory, and f…
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| 46267 |
prompt-optimizer-2-0-0
Claim
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| 46268 |
buildin-mcp
Claim
Enables LLMs to interact with Buildin.ai workspaces, providing tools to manage …
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| 46269 |
notify-hub
Claim
Unified notification MCP server with 36 tools to send messages across 23 channe…
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| 46270 |
mcp-deepcontext
Claim
MCP server enabling symbol-aware semantic search in Claude Code, allowing preci…
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| 46271 |
Enables AI agents to interact with a persistent knowledge graph backend using M…
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| 46272 |
civic-mcp-gateway
Claim
Give your AI agents a verified identity, scoped permissions, audit trails, and …
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| 46273 |
Thread Keeper
Claim
Multi-agent shared brain MCP server enabling cross-session memory, self-improvi…
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| 46274 |
plausible-mcp-server
Claim
MCP server for Plausible Analytics — privacy-friendly web analytics. 12 tools f…
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| 46275 |
Zoo Animals MCP Server
Claim
Provides tools to get random zoo animals, search by name, and filter by type, r…
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| 46276 |
gpal
Claim
An MCP server that gives your IDE or agent access to Google Gemini with autonom…
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| 46277 |
MCP Learning Server
Claim
A comprehensive educational server demonstrating Model Context Protocol capabil…
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| 46278 |
cyberdyne-mcp
Claim
Let your AI agent hire and pay verified humans — non-custodial x402 escrow on B…
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| 46279 |
A Model Context Protocol (MCP) server for the Ghost Security API, providing sec…
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| 46280 |
solguard
Claim
On-chain Solana token safety — screen for rugs/honeypots and execute MEV-protec…
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| 46281 |
MCP Prow Server
Claim
Enables users to interact with Prow CI/CD systems, retrieving build logs and di…
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| 46282 |
arena-mcp
Claim
Enables AI agents to interact with Are.na for creative research and knowledge c…
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| 46283 |
zhihu MCP Server
Claim
Enables scraping Zhihu webpages, getting hot questions, and publishing answers …
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| 46284 |
Gremlin Web Scraper MCP
Claim
A lightweight HTTP module that enables scraping visible text from any publicly …
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| 46285 |
shopify
Claim
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| 46286 |
k8s-mcp
Claim
A lightweight MCP server that enables AI assistants to deploy, inspect, and ope…
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| 46287 |
Delia
Claim
Routes AI tasks to appropriate local LLM models (quick, coder, MoE, thinking) w…
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| 46288 |
ltm
Claim
Portable memory protocol for AI coding sessions. Push the state of a session (g…
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| 46289 |
Enables semantic search across the Arke Institute's extensive archive of NARA r…
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| 46290 |
archiet-xray
Claim
Deterministic repo architecture maps: auth coverage, blast radius, readiness sc…
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| 46291 |
Enables querying Node.js API documentation, including searching for modules and…
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| 46292 | — | |||||||||
| 46293 |
myproject
Claim
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| 46294 |
youtube-complete-mcp
Claim
MCP server exposing YouTube Data, Analytics, and Reporting APIs as agent-callab…
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| 46295 |
splitwise-mcp
Claim
Splitwise expense and group management for Claude — shared expenses, settle up,…
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| 46296 |
Project Info MCP
Claim
Serves a single resource (project_info.md) as text/markdown over MCP HTTP trans…
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| 46297 |
dart-search-mcp
Claim
Enables searching corporate disclosures from Korea's DART system, including com…
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| 46298 |
n8n-generator
Claim
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| 46299 |
agentiam-mcp
Claim
Stdio MCP wrapper for AgentIAM's 18 x402 endpoints — agent safety + intelligenc…
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| 46300 |
github-mcp-tool
Claim
Enables managing GitHub repositories, files, and user information through MCP, …
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