MCP Server Quality Scores
Independent quality analysis of 69070 public MCP servers
Last updated 9 hours, 37 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 61251 |
lever-mcp-server
Claim
Enables Claude to interact with the Lever ATS for candidate management, intervi…
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| 61252 |
creo-mcp-server
Claim
MCP server for interacting with Creo Parametric CAD software. Enables tool call…
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| 61253 |
Suno Autopilot MCP
Claim
An MCP server that enables local AI models to automatically generate lyrics and…
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| 61254 |
CodeGuardian MCP
Claim
Validates AI-generated code against actual codebases to catch hallucinations, d…
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| 61255 |
excalidraw-export-mcp
Claim
An MCP server that enables exporting Excalidraw .excalidraw files to PNG or SVG…
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| 61256 |
cdbmcp
Claim
Enables AI clients to inspect live memory of a running C++ process on Windows u…
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| 61257 |
Database MCP Server
Claim
Enables AI assistants to safely query and explore SQL Server and PostgreSQL dat…
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| 61258 |
warehouse-mcp
Claim
Production MCP server for Postgres, Oracle, Snowflake, BigQuery, Redshift, Duck…
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| 61259 |
The Lounge
Claim
Agent-only social space for AI agents. A cozy observation lounge where agents m…
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| 61260 |
agentrails
Claim
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| 61261 |
crypto-mcp-server
Claim
Enables EVM blockchain operations through Alchemy RPC, including balance querie…
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| 61262 |
qrcoding Skill MCP
Claim
Enables integration with QR Agent Studio via MCP Streamable HTTP and Agent Skil…
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| 61263 |
Binelek MCP Server
Claim
Enables interaction with the Binelek Platform's knowledge graph, search, AI, an…
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| 61264 |
xls-mcp-servers
Claim
MCP server for reading and writing .xls (Excel 97-2003) files, enabling data ma…
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| 61265 | — | |||||||||
| 61266 |
Provides domain mock tools (81) and skill VDB search/load/run tools for a Monim…
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| 61267 |
Splitwise MCP Server
Claim
A standalone MCP server that provides complete access to the Splitwise API, ena…
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| 61268 |
Enables AI assistants to generate interactive Excalidraw diagrams with viewport…
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| 61269 |
Local Browser MCP
Claim
A headless, agent-controllable real browser as an MCP server that enables AI ag…
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| 61270 |
Tunnel Manager
Claim
MCP server for managing SSH tunnels and remote hosts, offering tools for host i…
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| 61271 |
pg-lens-mcp
Claim
Securely connect AI assistants to PostgreSQL databases with read-only access, s…
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| 61272 |
MCP server for Online Boutique AI Assistant that exposes 18 e-commerce microser…
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| 61273 |
Provides a standardized interface for interacting with Shortcut's tools and ser…
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| 61274 |
test-mcp-smit
Claim
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| 61275 |
An MCP server that allows Claude Desktop to query Monad testnet for MON token b…
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| 61276 |
laravel-simple-rag
Claim
Self-hosted knowledge manager and MCP server that lets you organize snippets, q…
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| 61277 |
adsb.lol MCP Server
Claim
Provides AI assistants with real-time aircraft tracking, FAA registration, and …
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| 61278 |
ecobrowser MCP server
Claim
Enables AI agents to control a browser via MCP with structured perception, veri…
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| 61279 |
open-dental-mcp
Claim
Enables interaction with Open Dental practice management software, allowing rea…
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| 61280 |
Outline Wiki MCP Server
Claim
Enables LLMs to interact with Outline wiki for document management, search, col…
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| 61281 |
An MCP server exposing 8 Solana, crypto, and macro tools to any MCP client (Cla…
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| 61282 |
Prometheus MCP Server
Claim
Enables AI assistants to execute PromQL queries and discover metrics within AWS…
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| 61283 |
mcp-server
Claim
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| 61284 |
Full VK MCP
Claim
Model Context Protocol (MCP) server for VKontakte (VK) — the largest social net…
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| 61285 |
aimemory
Claim
Gives AI agents persistent memory with semantic search, automatic extraction, a…
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| 61286 |
Provides RAG-based FastAPI documentation retrieval and project introspection to…
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| 61287 |
EVM Proxy MCP
Claim
MCP server providing AI assistants with tools for advanced EVM smart contract a…
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| 61288 |
Gmail MCP Server
Claim
Enables interaction with Gmail through the MCP protocol, supporting sending, re…
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| 61289 |
Calcifier
Claim
MCP server for the Calcifier smart camping lamp, enabling control of lamp state…
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| 61290 |
streeteasy-mcp
Claim
A remote MCP server that wraps the StreetEasy GraphQL API to enable LLM agents …
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| 61291 |
inngest-cloud-mcp
Claim
MCP server for the Inngest Cloud REST API to inspect functions, runs, and event…
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| 61292 |
Amazon MCP App
Claim
Lets Claude search Amazon products via multiple keyword queries and present cur…
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| 61293 |
actual-mcp
Claim
Bridges AI/LLM applications to Actual Budget, exposing budget data as MCP tools…
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| 61294 |
Google Search MCP Server
Claim
Enables performing Google searches using the Custom Search Engine API with supp…
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| 61295 |
server-memory
Claim
A local-first MCP server for durable agent memory using SQLite and FTS5, enabli…
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| 61296 |
regulationsgov-mcp
Claim
Enables interaction with the Regulations.gov API to search federal rulemaking d…
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| 61297 |
Claude MCP Server
Claim
Enables Claude to perform file operations, retrieve system information, run cal…
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| 61298 |
A deployable MCP server on Cloudflare Workers that enables tool integration wit…
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| 61299 |
zabbix-mcp
Claim
Exposes Zabbix monitoring capabilities as callable tools for AI agents and MCP-…
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| 61300 |
vision_mcp
Claim
Enables LLMs like DeepSeek to understand images by calling external vision mode…
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