MCP Server Quality Scores
Independent quality analysis of 66518 public MCP servers
Last updated 2 hours, 7 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 45451 |
kpop-wiki
Claim
Enables searching, retrieving, creating, and updating K-POP wiki pages (artists…
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| 45452 |
Enables building MCP servers using TypeSpec, with tools to scaffold, compile, a…
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| 45453 |
sshmcp
Claim
A stateful SSH MCP server that gives Claude persistent shell sessions over SSH,…
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| 45454 |
korean-privacy-law-mcp
Claim
Enables natural language interaction with the Korean Personal Information Prote…
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| 45455 |
InfluIQ MCP Server
Claim
Connects AI tools to InfluIQ for analyzing influencers, discovering creators, a…
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| 45456 |
mcp-elicitation-proxy
Claim
Let existing MCP servers ask for missing required tool arguments through MCP el…
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| 45457 |
polymarket-research
Claim
Read-only MCP server for investigating Polymarket wallets, markets, and cross-w…
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| 45458 |
llm-wiki-mcp
Claim
Enables natural language query and ingestion of wiki knowledge bases built from…
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| 45459 |
ExoSense MCP Server
Claim
Enables interaction with ExoSense IoT devices, sensors, groups, and assets via …
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| 45460 |
ibkr-mcp
Claim
Enables LLM agents to interact with Interactive Brokers accounts for market dat…
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| 45461 |
jira-mcp
Claim
A Model Context Protocol (MCP) server that provides tools for interacting with …
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| 45462 |
Aspro Cloud MCP
Claim
Enables AI assistants to manage CRM deals and tasks on Aspro Cloud, including C…
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| 45463 |
Start, observe, and interact with Claude Managed Agents from any MCP client — l…
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| 45464 |
Prediction-market quant tools — expected value, Kelly sizing, Bayesian updating…
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| 45465 |
sonicpi-mcp
Claim
Enables AI-powered music generation and control of Sonic Pi through natural lan…
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| 45466 |
HG MCP Server
Claim
Enables AI assistants to interact with Mercurial repositories, supporting versi…
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| 45467 |
context-engineering
Claim
[WIP] Context engineering: the art and science of shaping context-aware AI syst…
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| 45468 |
bank.mcp
Claim
MCP server that turns bank transactions into a financial digest including cash-…
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| 45469 |
An MCP server that connects Claude to FileMaker databases via the Data API, ena…
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| 45470 |
multi-agent-debate-mcp
Claim
Facilitates structured multi-agent debates with arguments, rebuttals, and judgm…
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| 45471 |
Upstage MCP Server
Claim
Enables AI assistants to extract and structure content from documents (PDFs, im…
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| 45472 |
mcp-duckvault
Claim
Provides a RAG system for your Obsidian Vault using DuckDB and vector search, e…
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| 45473 |
karellen-lsp-mcp
Claim
Provides LLM clients with structured code intelligence through LSP servers, ena…
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| 45474 |
SSH MCP Server
Claim
A secure remote server management tool based on MCP protocol, supporting SSH co…
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| 45475 |
bach-walmart_scraper4
Claim
Enables scraping Walmart product data, including product details, top products …
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| 45476 |
AcuityScan MCP Server
Claim
Enables AI clients to run comprehensive website scans for security, accessibili…
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| 45477 |
ngmcp
Claim
Enables AI agents to query and browse Norton Guide database files, providing to…
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| 45478 |
arcadia-mcp
Claim
Connects to 7,000+ utilities to surface bill data, interval meter readings, and…
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| 45479 |
DuckDuckGo MCP Server
Claim
A basic MCP server built with FastMCP framework that provides example tools for…
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| 45480 |
Enables secure terminal command execution, directory navigation, and file syste…
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| 45481 |
Radix UI MCP Server
Claim
Enables AI assistants to access and work with Radix UI libraries (Themes, Primi…
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| 45482 |
Enables managing recipes via a web UI and MCP tools, allowing retrieval and sav…
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| 45483 |
tripitaka-mcp
Claim
Search, cite, and compare the Pāli Canon (Tipiṭaka) — full coverage at parity w…
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| 45484 |
mtl-c2pa-mcp
Claim
MCP server for reading C2PA content provenance manifests from media files, enab…
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| 45485 |
mcp-server-salesforce
Claim
Provides AI agents with secure access to Salesforce data and operations, enabli…
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| 45486 |
github-pr-mcp
Claim
Enables GitHub repository operations (list/read files, create branches, commit …
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| 45487 |
mcp-waggle
Claim
An MCP server for planning and overseeing the tecture-graph project, giving cod…
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| 45488 |
mcp-server
Claim
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| 45489 |
Enables AI agents to make micropayments using USDC on Solana via the x402 proto…
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| 45490 |
jobjourney-claude-plugin
Claim
An MCP server that enables AI-assisted job search workflows including job disco…
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| 45491 |
stac2026
Claim
Personal AI infrastructure gateway orchestrating memory, workflow automation, k…
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| 45492 |
Postio
Claim
UK address (Royal Mail PAF), email, and phone (live HLR carrier) validation via…
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| 45493 |
geant4-simulation
Claim
Enables GEANT4 particle physics simulations via Claude Desktop, allowing config…
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| 45494 |
Provides AI assistants with access to the SoftwareOne Marketplace API, enabling…
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| 45495 |
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| 45496 |
cc-in-codex
Claim
Enables Codex to manage a local Claude Code companion through MCP, implementing…
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| 45497 |
Enables authorized Android security testing with static and dynamic analysis, F…
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| 45498 |
hato
Claim
Enables inter-session messaging for Claude Code, allowing sessions on different…
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| 45499 |
Heron
Claim
Security scanning for AI agent skills, MCP servers, and agent prompts, returnin…
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| 45500 |
meticulous-mcp
Claim
MCP server for controlling Meticulous espresso machines via Claude and other AI…
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