MCP Server Quality Scores
Independent quality analysis of 66427 public MCP servers
Last updated 4 hours, 35 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 64301 |
mcp-s3-server
Claim
MCP server enabling AI models to list S3 buckets, objects, and download files s…
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| 64302 |
paystack-mcp-server
Claim
Enables interaction with Paystack via MCP tools to get total transactions, crea…
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| 64303 |
gmail-mcp-server
Claim
Enables reading unread emails and creating draft replies in Gmail via Claude De…
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| 64304 |
real-estate-ai
Claim
Enables AI-powered real estate analysis with built-in EU AI Act compliance, pro…
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| 64305 |
mcp-arcgis-pima
Claim
Enables searching and querying Pima County, Arizona open geospatial data (parce…
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| 64306 |
claudeleaf
Claim
Enables Claude and AI agents to read and edit Overleaf documents in real time, …
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| 64307 |
react-native-dev-mcp
Claim
MCP server that gives AI coding agents hands, eyes and a mechanic's ear for Rea…
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| 64308 |
andy
Claim
Enables AI agents to learn from their sessions by inspecting history, proposing…
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| 64309 |
dooor-os-mcp
Claim
Exposes Dooor OS workspace capabilities to MCP-compatible AI clients, enabling …
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| 64310 |
Zoho Projects MCP Server
Claim
An enhanced MCP server for Zoho Projects API integration, enabling AI assistant…
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| 64311 |
MCP Guide Schema Query
Claim
Enables AI tools to understand a database, inspect schema, and run safe SELECT …
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| 64312 |
Crawlio Browser
Claim
100-tool browser automation for AI agents via Chrome extension. Screenshots, DO…
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| 64313 |
A2A MCP Server
Claim
A centralized server that tracks and manages connected agents, providing a web …
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| 64314 |
resume-tailor-mcp
Claim
An MCP server that tailors a resume to a job posting by providing fit scores, k…
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| 64315 |
Otter MCP
Claim
Enables AI assistants to search and retrieve meeting transcripts from Otter.ai,…
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| 64316 |
Generates web images using AI via ModelScope FLUX model, supporting multiple im…
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| 64317 |
graphql-to-mcp
Claim
Turn any GraphQL API into MCP tools. Auto-introspection, flat schemas for LLM c…
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| 64318 |
RAM Prices MCP Server
Claim
Caches and serves DDR/DRAM weekly price series from memorys.com and historical …
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| 64319 |
weatherLinnannmaaMCP
Claim
MCP server that provides weather information for the Linnannmaa area, enabling …
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| 64320 |
clenzer
Claim
Enables CLI agents to detect and remove dead code, manage complexity, and enfor…
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| 64321 |
vibemarketing-mcp
Claim
Enables drafting, scheduling, and publishing social posts on Vibe Marketing wor…
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| 64322 |
Enables natural language control over Google Workspace services including Gmail…
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| 64323 |
Tesla MCP Server
Claim
Enables control and monitoring of Tesla vehicles via the Tessie API, providing …
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| 64324 |
yahoo-furigana-mcp
Claim
Adds furigana (reading) to Japanese text using Yahoo! JAPAN's Furigana API, sup…
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| 64325 |
mcp-relay-kit
Claim
A unified MCP gateway that reduces context token usage by exposing all services…
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| 64326 |
heygen-mcp
Claim
Exposes HeyGen's video generation API to MCP-compatible clients, enabling listi…
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| 64327 |
auto-mcp-server
Claim
Enables LLMs to interact with any REST API that has an OpenAPI specification by…
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| 64328 |
macOS App Launcher
Claim
A fast MCP server for opening, focusing, and quitting macOS apps, and opening U…
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| 64329 |
regex-toolkit-api
Claim
Enables regex testing, replacement, splitting, validation, explanation, escapin…
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| 64330 |
goetta-finance
Claim
A local-first MCP server that connects SimpleFIN bank accounts to Claude, stori…
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| 64331 |
Anki AI MCP Server
Claim
Bridge between AI assistants and Anki Desktop, enabling automated flashcard man…
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| 64332 |
HFSS MCP Server
Claim
An MCP server for automating ANSYS HFSS simulations, providing persistent conne…
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| 64333 |
fittin-mcp
Claim
Patent prior art search and startup IP intelligence for AI founders. Clone risk…
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| 64334 |
ChainRay
Claim
The most complete blockchain data and intelligence service for AI agents. 94 en…
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| 64335 |
VyOS MCP Server
Claim
A Model Context Provider server offering comprehensive access to VyOS network o…
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| 64336 |
HubSpot CMS Website MCP
Claim
An MCP server providing comprehensive HubSpot CMS development documentation, en…
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| 64337 |
proxmox-mcp
Claim
An MCP server that exposes Proxmox VE node/cluster as tools for MCP clients, en…
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| 64338 |
ssh-alias-mcp
Claim
Enables AI agents to SSH into Linux servers, run commands, deploy code, and man…
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| 64339 |
LinkedIn MCP Server
Claim
Enables LLMs and agents to interact with LinkedIn's REST API for managing profi…
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| 64340 |
A FastMCP server that provides weather-related tools using the QWeather API, en…
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| 64341 |
EspoCRM Assistant
Claim
Provides read-only EspoCRM access for AI assistants, enabling record retrieval …
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| 64342 |
jamf-mcp
Claim
Enables natural language interaction with Jamf Pro, Jamf Protect, and Jamf Secu…
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| 64343 |
Enables querying and managing Greenhouse recruiting data through MCP, including…
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| 64344 |
FanOracle
Claim
AI-powered comic book authentication, grading, and valuation, secured on the Ca…
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| 64345 |
CargoEffe MCP Server
Claim
Connects AI assistants to CargoEffe for automated cargo loading plan design, of…
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| 64346 |
mcp-deepl
Claim
Enables text translation using DeepL API, supporting source/target languages an…
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| 64347 |
Memory MCP
Claim
Provides AI agents with persistent, searchable memory using semantic search, au…
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| 64348 |
DingTalk Robot MCP
Claim
Enables AI assistants to send DingTalk single and group chat messages via MCP p…
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| 64349 |
gaff-check
Claim
Enables AI agents to perform due diligence on Irish properties by querying publ…
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| 64350 |
openapi-mcp-bridge
Claim
Turns any OpenAPI/Swagger API into MCP tools, enabling AI assistants to call RE…
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