MCP Server Quality Scores
Independent quality analysis of 66534 public MCP servers
Last updated 1 hour, 2 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
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| ○ Unscored | ||||||||||
| 44251 |
ok
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| 44252 |
n0s1-mcp
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Enables AI assistants to scan multiple services and local filesystems for leake…
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| 44253 |
Jitsu
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Manage Jitsu data pipelines: destinations, streams, connections, functions, liv…
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| 44254 |
@three-ws/ibm-x402-mcp
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Pay-per-use IBM Granite AI over MCP — chat, code, embeddings, analysis, and for…
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| 44255 |
sy-automl-mcp
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An MCP server wrapping AutoGluon's AutoML capabilities, enabling data loading, …
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| 44256 |
Provides image generation capabilities using Google's Gemini 2.0 Flash Preview …
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| 44257 |
slikk
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A minimal MCP server that resolves skill names to filesystem paths + metadata, …
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| 44258 |
MCP-Google-Doc
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MCP server that allows you to connect to Google Docs through Claude, enabling l…
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| 44259 |
flask-mcp-server
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Flask-based Model Context Protocol (MCP) server for Python. Drop it into any Fl…
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| 44260 |
tanstack-template
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| 44261 |
Backstory
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Search your data exports from Google, Telegram, Spotify, and Instagram in one p…
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| 44262 |
AGI Cognitive MCP Server
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Provides programmatic access to causal discovery, topological data analysis, Ga…
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| 44263 |
Vercel MCP Server
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Enables interaction with Vercel's REST API through natural language. Facilitate…
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| 44264 |
mcp-server-syncthing
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Enables monitoring and control of Syncthing via its REST API, including status,…
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| 44265 |
grubhub-mcp
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An MCP server for Grubhub that enables searching restaurants, browsing menus, b…
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| 44266 |
memory-decay
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An MCP server that implements memory with decay mechanics, allowing AI agents t…
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| 44267 |
TwitterAPI.io MCP Server
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Provides AI agents and coding assistants with Twitter data access including twe…
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| 44268 |
@tasque/piazza-mcp
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MCP server for Piazza Q&A platform, enabling course management, post creation, …
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| 44269 |
mcp-server
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| 44270 |
Enables LLMs to interact with Google Analytics via Admin and Data APIs, allowin…
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| 44271 |
Exposes the full Kong Gateway Admin API as MCP tools, enabling AI assistants to…
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| 44272 |
claude-imagine
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An MCP server that enables Claude Code to generate context-aware images using l…
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| 44273 |
pyaireader
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MCP server for safely reading public URLs for AI agents, providing tools to fet…
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| 44274 |
Wekan MCP Server
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Enables interaction with Wekan kanban boards through the Wekan REST API, suppor…
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| 44275 |
ETSI Standards Connector
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Fetches, parses, and summarizes ETSI telecommunications and media standards doc…
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| 44276 |
Resume Forge MCP
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An MCP server for intelligent LaTeX resume generation with multiple templates, …
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| 44277 |
Pulse
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Pulse is a terminal-based task manager that integrates with AI agents via MCP, …
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| 44278 |
ai-log-mcp-server
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Enables querying and managing AI logs through tools like listing logs, retrievi…
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| 44279 |
wiswa-mcp
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FastMCP server exposing Wiswa settings discovery to AI assistants such as Claud…
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| 44280 |
starlink-enterprise-mcp
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A hosted MCP server that enables AI agents to interact with the Starlink Enterp…
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| 44281 |
sh3ll
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| 44282 |
Broker Buddy MCP Server
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FastMCP server exposing brokerage and market tools (Angel One, Coinbase, News) …
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| 44283 |
Kodi MCP Server
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Enables querying, searching, and controlling Kodi media center libraries and pl…
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| 44284 |
claude-oracle-mcp
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An MCP server for discovering Claude Code skills, plugins, and MCP servers by s…
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| 44285 |
dump-analyzer-mcp-server
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MCP server for remote Windows Crash Dump analysis. Enables AI agents to analyze…
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| 44286 |
AutoDL MCP Server
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Manages AutoDL GPU cloud instances, including lifecycle management, SSH operati…
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| 44287 |
ssl-expiry-checker-mcp
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Enables checking SSL certificate expiry for any domain, with status indicators …
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| 44288 |
notion-multi-mcp
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An MCP server that lets AI assistants operate multiple Notion accounts simultan…
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| 44289 |
mcp-solana-ico
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Simplified MCP server for managing Solana ICOs with multiple bonding curves, to…
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| 44290 |
LINE Bot MCP Server
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MCP server for LINE Messaging API — send messages, manage groups, rich menus, w…
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| 44291 |
SystemManager
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Provides system-specific metadata through a tool that returns data for a given …
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| 44292 |
tefas-fund-comparator
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MCP server for listing, comparing, and analyzing Turkish TEFAS mutual funds, in…
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| 44293 |
hAIveMind MCP Server
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Enables AI agents to share knowledge, coordinate tasks, and maintain persistent…
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| 44294 |
twexam-mcp
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A server for querying, practicing, and analyzing exam questions from Taiwan's n…
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| 44295 |
ecair-mcp
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| 44296 |
Slack MCP Server
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A Model Context Protocol (MCP) server for Slack workspace integration. This ser…
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| 44297 |
ECommerce MCP Server
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Enables querying ecommerce data (customers, products, orders, reviews) using na…
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| 44298 |
Provides AI assistants with comprehensive, precise BigCommerce developer docume…
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| 44299 |
GitCode MCP Server
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MCP server for the GitCode API, enabling AI assistants to interact with GitCode…
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| 44300 |
mcp-google-drive
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Enables reading and searching Google Drive files, Google Docs, and Google Sheet…
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