MCP Server Quality Scores
Independent quality analysis of 67181 public MCP servers
Last updated 3 hours, 36 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 36151 |
Oneiros MCP Server
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Exposes a JEPA latent world model for planning in a 2D point-mass environment v…
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| 36152 |
Calcifier
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MCP server for the Calcifier smart camping lamp, enabling control of lamp state…
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| 36153 |
allpets_mcp
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MCP server for AllPets Clinic analytics, providing weekly KPI dashboards, natur…
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| 36154 |
DB_Talk
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Enables natural language interaction with SQLite databases using LangChain and …
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| 36155 |
marketplace
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Search and discover credentialed operational systems on the GallanDigital marke…
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| 36156 |
Automated MCP server that listens for Hugging Face discussion comments, extract…
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| 36157 |
telebotstudio-mcp
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Enables AI assistants to search and retrieve official TeleBot Studio documentat…
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| 36158 |
Project Manager MCP
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A comprehensive project management system with MCP support, enabling AI agents …
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| 36159 |
WAX MCP Server
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Let AI agents interact with the WAX blockchain. Query balances, explore NFTs, t…
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| 36160 |
john-the-ripper-mcp
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Enables AI assistants to perform password security auditing using John the Ripp…
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| 36161 |
World Cup 2026
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Provides a tool to retrieve today's 2026 FIFA World Cup matches, including team…
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| 36162 |
ccboot-mcp-server
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Generate and manage Claude Code configs: CLAUDE.md, skills, agents, hooks, and …
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| 36163 |
The Stall
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x402 capability chassis: 170+ AI-callable, pay-per-call data tools (US/global e…
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| 36164 |
Overlap
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Records what you're working on so Overlap can introduce you to someone two week…
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| 36165 |
HubSpot MCP Server
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Integrates with HubSpot CRM APIs via the Model Context Protocol, enabling manag…
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| 36166 |
assetcache-mcp
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Enables Claude to search and retrieve Unity game assets (sprites, sounds) via n…
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| 36167 |
pexels-mcp-server
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A Model Context Protocol server that provides access to the Pexels API for sear…
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| 36168 |
KiroStats
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Real-time credit usage and session tracking for Kiro IDE, reading from local st…
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| 36169 |
kartverket-mcp
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MCP server that provides tools to search Norwegian addresses, reverse geocode, …
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| 36170 |
webhook-mcp
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A Bun-based MCP server that sends POST requests to webhooks, supporting Discord…
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| 36171 |
gomission-mcp
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Mission MCP is a Trust Graduation gate for AI agents, with visible approval cer…
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| 36172 |
Enables semantic search over an OpenAPI catalog to find and recommend API endpo…
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| 36173 |
vault-rag-mcp
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MCP server for semantic search in an Obsidian Second Brain vault using self-hos…
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| 36174 |
searoute_mcp
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Provides maritime routing capabilities, enabling computation of oceangoing rout…
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| 36175 |
HOOPS AI MCP Server
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Bridges Claude Desktop to the HOOPS AI WebAPI, enabling 3D CAD analysis and int…
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| 36176 |
Instagram Ads MCP Server
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Wraps the Meta Marketing API to enable creating, modifying, viewing, and deleti…
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| 36177 |
divination-chart-mcp
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An MCP server for generating Chinese divination charts (Six-line and Bazi) base…
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| 36178 |
claude-cost-mcp
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Estimates Claude API token counts, per-model cost, and prompt-caching break-eve…
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| 36179 |
mcp_socket_server
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An MCP server that bridges LLM platforms with multiple socket_server targets, e…
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| 36180 |
Docx_MCP_cj
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Enables AI agents to intelligently analyze and fill any Word document tables us…
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| 36181 |
Enables prospect research through semantic web search, webpage scraping, and ba…
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| 36182 |
nipregon-mcp
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Look up Polish companies from any AI assistant: registry data (KRS, REGON, CEID…
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| 36183 |
zimage-mcp
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A local MCP server for generating web-dev images using the Z-Image Turbo model …
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| 36184 |
Integrates Google Calendar with AI assistants via MCP, enabling calendar listin…
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| 36185 |
Enables AI assistants to analyze Azure Data Factory costs, detect waste, and pr…
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| 36186 |
wikipedia-mcp
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Enables AI agents to search, read, and explore Wikipedia articles via tools lik…
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| 36187 |
mcp-data-tools
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A governed MCP server enabling LLM agents to query BigQuery, inspect GCS, trigg…
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| 36188 |
crypto_price_tracker
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An MCP server that enables AI agents to fetch real-time cryptocurrency prices a…
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| 36189 |
Agent Architects MCP
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Enables searching and retrieving lessons, posts, comments, and member profiles …
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| 36190 |
Centia MCP Server
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Exposes the Centia API as MCP tools generated from its OpenAPI spec, enabling n…
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| 36191 |
BestReads MCP Server
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Enables personalized book recommendations by managing reading profiles and pref…
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| 36192 |
mcp-server
Claim
AI dev brain: persistent memory, lessons, semantic search for Claude, Cursor, C…
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| 36193 |
whiteboard-mcp-server
Claim
Shared context for multiple Claude Code sessions working on the same project.
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| 36194 |
ContextBolt Bookmarks
Claim
AI-powered recall over your saved bookmarks. It gives Claude semantic search, t…
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| 36195 |
Noemic
Claim
Someone to talk to, for your user: coaches, mentors, accountability partners. F…
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| 36196 |
MCP Server Kickstarter
Claim
A CLI tool to scaffold and manage new MCP-compatible server projects with uv, i…
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| 36197 |
A Forgejo MCP Server
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| 36198 |
hello-server
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Greet anyone with a friendly, customizable message. Tailor tone and format for …
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| 36199 |
Stripe MCP Server
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Enables Claude to integrate with Stripe for creating payment links, processing …
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| 36200 |
telegram-mcp-server
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Enables Claude to interact with Telegram channels and groups through API or web…
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