MCP Server Quality Scores
Independent quality analysis of 57160 public MCP servers
Last updated 1 hour, 28 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 55351 |
Universal AI Hub
Claim
A secure multi-LLM gateway with dual REST and MCP interfaces, enabling tool-gat…
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| 55352 |
optometry-patient-mcp
Claim
FHIR-based patient records for domiciliary opticians
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| 55353 |
Zephyr Scale MCP Server
Claim
An MCP server for Zephyr Scale test management supporting Jira Cloud and Data C…
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| 55354 |
ImgBB MCP Server
Claim
Enables uploading images to ImgBB for free hosting and returns public URLs, sup…
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| 55355 |
Provides a template to run an MCP server in a Next.js project using the Vercel …
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| 55356 |
Twitch MCP Server
Claim
Enables access to Twitch API data for retrieving channel statistics, viewership…
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| 55357 |
Memorised them All
Claim
Imagine you could hand Claude a filing cabinet of your documents and say "remem…
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| 55358 |
CockroachDB MCP Server
Claim
Enables AI agents to manage, monitor, and query CockroachDB using natural langu…
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| 55359 |
CoinRithm Agent Trading
Claim
Paper-trade crypto spot, futures, and prediction markets on CoinRithm with a us…
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| 55360 |
rabbitmq-mcp
Claim
Enables LLM agents to manage RabbitMQ queues, exchanges, and shovels via MCP to…
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| 55361 |
OpenSearch MCP Server
Claim
Enables AI assistants to interact with OpenSearch clusters for searching indice…
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| 55362 |
nano-pdf-mcp
Claim
Memory-efficient MCP server for reading and splitting large PDF files page by p…
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| 55363 |
Medical MCP Server
Claim
A comprehensive Model Context Protocol (MCP) server for medical document proces…
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| 55364 |
mysql-mcp-server
Claim
Enables natural language interaction with MySQL databases through MCP, supporti…
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| 55365 |
A Playwright-based MCP server that prioritizes browser observation over automat…
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| 55366 |
mcp-clinical-doc-agent
Claim
Enables analysis of clinical trial protocols using MCP tools for document listi…
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| 55367 |
Comet ML MCP Server
Claim
Enables interaction with Comet ML's experiment tracking platform through the Mo…
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| 55368 |
mcp-fdsnws-event
Claim
An MCP server for querying the FDSN Web Service Event APIs of multiple seismolo…
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| 55369 |
Semantic search over 50,000+ Dynamics 365 F&O artifacts: tables, forms, classes…
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| 55370 |
clickhouse-mcp
Claim
Enables SQL query execution on ClickHouse databases with per-request connection…
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| 55371 |
Pulse
Claim
Pulse is a terminal-based task manager that integrates with AI agents via MCP, …
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| 55372 |
Script Runner MCP Server
Claim
Enables execution, listing, reading, and help retrieval of local Bash, PowerShe…
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| 55373 |
Fresh Jots
Claim
Read and write your Fresh Jots notes from Claude, Cursor, and any MCP client.
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| 55374 |
Solana DeFi MCP Server
Claim
Billions of Solana DeFi TXNs, Decoded at Scale & accessible via LLM
Direct, st…
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| 55375 |
Google Tasks MCP Server
Claim
A Model Context Protocol (MCP) server that brings your Google Tasks into Claude…
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| 55376 |
A Model Context Protocol (MCP) server for the Ghost Security API, providing sec…
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| 55377 |
An MCP server for checking architectural designs against Vastu principles, inte…
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| 55378 |
Gmail MCP Server
Claim
Enables sending, reading, and managing Gmail emails through MCP clients like Cl…
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| 55379 |
Base L2 Agent Kit
Claim
MCP server for Base L2 DeFi operations with 9 monetized endpoints
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| 55380 |
tlgrm
Claim
Drives a personal Telegram account from the terminal or via MCP, enabling AI as…
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| 55381 |
DataDawn MCP Server
Claim
Enables AI agents to query the IRS 990 nonprofit database and OpenRegs federal …
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| 55382 |
LLM reasoning regime detection, cross-domain pattern transfer, and model routin…
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| 55383 |
Scopecraft Command
Claim
MCP server for managing Markdown-Driven Task Management (MDTM) files with task,…
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| 55384 |
Secure MCP Server
Claim
Template for deploying a remote MCP server with Cloudflare ZeroTrust Access aut…
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| 55385 |
Renfe MCP Server
Claim
Enables querying Renfe train schedules, checking prices, and finding stations a…
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| 55386 |
mcp-server-max
Claim
A Model Context Protocol server for Max messenger that lets AI assistants send …
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| 55387 |
interview-mcp-server
Claim
Intelligent interview assistant that parses resumes, generates interview questi…
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| 55388 |
WhatsApp MCP Server
Claim
Enables seamless integration with WhatsApp through the Model Context Protocol, …
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| 55389 |
mcp-google-oauth
Claim
A remote MCP server with Google OAuth authentication, deployable to Cloudflare …
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| 55390 |
Express intent, get results. One unified entry point.
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| 55391 |
naver-search-mcp
Claim
설명
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| 55392 |
veragent-mcp
Claim
Enables checking trust of MCP tools before installation, listing trusted tools,…
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| 55393 |
Enterprise-grade MCP server integrating Claude AI capabilities, enabling AI-pow…
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| 55394 |
Hosted MCP
Claim
Provide a hosted environment for Model Context Protocol applications.
|
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| 55395 |
Enables querying Node.js API documentation, including searching for modules and…
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| 55396 |
divergent-thinking-mcp
Claim
Provides a comprehensive creative thinking tool with methods like structured pr…
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| 55397 |
agentpay
Claim
AI agent payments with human approval. Local-first, encrypted credentials, budg…
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| 55398 |
mcp-selenium-python
Claim
Enables LLMs to automate browser tasks (navigation, clicks, text input) via Sel…
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| 55399 |
coherence-mcp-server
Claim
Enables AI agents to interact with the Coherence Network platform, allowing the…
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| 55400 |
CoderSwap MCP Server
Claim
Build searchable AI research knowledge bases with hybrid vector search directly…
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