MCP Server Quality Scores
Independent quality analysis of 69236 public MCP servers
Last updated 2 hours, 53 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 46251 |
Award Travel Finder
Claim
Search award flight availability and points pricing across 27 airlines and 23 l…
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| 46252 |
odoo_mcp
Claim
Connects AI agents in Cursor to an Odoo instance, enabling natural language man…
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| 46253 |
PackZoo
Claim
Compare parcel and letter delivery prices across 60+ carriers in 27 European co…
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| 46254 |
python-runner
Claim
Execute Python code via subprocess with timeout and error handling, returning s…
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| 46255 |
prection
Claim
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| 46256 |
canvas3d-mcp
Claim
Enables AI agents to create, render, and validate 3D scenes, 2D art, and games …
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| 46257 |
notion-autopilot
Claim
Turns Notion task databases into an intelligent task management system with aut…
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| 46258 |
mcp-ariel-memory
Claim
Enables AI agents to maintain persistent, searchable two-layer memory with 37 t…
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| 46259 |
1C MCP Toolkit
Claim
Integrates AI agents with 1C:Enterprise databases via MCP and REST API, support…
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| 46260 |
Ploomes MCP Server
Claim
Connects AI agents to the Ploomes CRM REST API, exposing 56 tools for managing …
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| 46261 |
Canvas MCP Server
Claim
Connects Claude to the Canvas LMS REST API, enabling natural language queries a…
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| 46262 |
ClickUp MCP Server
Claim
An MCP server that enables AI assistants to manage ClickUp workspaces, tasks, c…
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| 46263 |
drainbrain-mcp-server
Claim
Tools:
- scan_token - Scan a single token for rug pull risk, honeypot status,…
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| 46264 |
TunaPay Pay
Claim
Your AI pays with a TunaPay prepaid card. You approve each payment in Telegram …
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| 46265 |
Inkstone
Claim
Automatically extracts and indexes knowledge from AI sessions and files using l…
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| 46266 |
hikerapi-mcp
Claim
MCP server for HikerAPI — auto-generates 100+ Instagram tools (profiles, posts,…
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| 46267 |
gotask-mcp
Claim
An MCP server that enables AI agents to list and run tasks defined in Taskfile.…
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| 46268 |
MetaTrader MCP Server
Claim
Enables AI assistants to trade on MetaTrader 5 using natural language, supporti…
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| 46269 |
TubePilot
Claim
Enables AI assistants to fetch and analyze YouTube data, including video info, …
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| 46270 |
swiss-democracy-mcp
Claim
An MCP server providing access to Swiss direct democracy data, covering all fed…
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| 46271 |
GitHub MCP Server
Claim
Exposes GitHub repository actions (listing PRs/issues, creating issues, merging…
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| 46272 |
KotorMCP
Claim
MCP server for interacting with Knights of the Old Republic game installations,…
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| 46273 |
Oura MCP Server
Claim
Provides read-only access to Oura ring biometrics via the Oura API, enabling Cl…
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| 46274 |
veil-mcp
Claim
An agent-native shell as an MCP server, designed for LLM agents (like Claude Co…
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| 46275 |
devpilot
Claim
Manages dev server lifecycles for AI coding agents, providing structured proces…
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| 46276 |
reelgrep-mcp
Claim
MCP server for reelgrep - browse and search your local video library from any M…
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| 46277 |
nestjs-mcp-server
Claim
A production-ready NestJS backend template with built-in MCP server enabling AI…
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| 46278 |
chronoverify-mcp
Claim
Verify a photo's capture time and provenance before an agent trusts it: cryptog…
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| 46279 |
UI Toolkit MCP Server
Claim
Comprehensive MCP server for end-to-end UI development, offering tools to gener…
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| 46280 |
Persistent AI memory using orbital mechanics. 100% local, zero API keys, MCP-na…
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| 46281 |
web2md
Claim
Converts web pages to Markdown with tiered fetching to minimize LLM context usa…
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| 46282 |
Helix MCP Server
Claim
A local-first MCP server providing secure workspace file operations, offline fu…
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| 46283 |
A comprehensive MCP server for PowerPoint manipulation enabling users to create…
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| 46284 |
substack-mcp
Claim
Enables searching, filtering, and exporting Substack blog posts via MCP tools, …
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| 46285 |
figma-mcp-hybrid
Claim
Enables reading Figma files via REST API and writing to the Figma canvas via a …
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| 46286 |
CyberMem
Claim
Enables AI tools like Claude and Cursor to share persistent memory across sessi…
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| 46287 |
markitdown_mcp_server
Claim
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| 46288 |
DevTo-MCP
Claim
A production-ready MCP server for the DEV Community (Forem) API, enabling manag…
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| 46289 |
WindowsPC-MCP
Claim
Gives AI agents their own virtual display on Windows, enabling isolated clickin…
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| 46290 |
code-me-brand
Claim
Injects the Code-Me brand identity, tone, and visual guidelines into LLMs with …
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| 46291 |
istat-mcp-server
Claim
Enables LLMs to access and analyze Italian statistical data from ISTAT via natu…
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| 46292 |
patents-mcp
Claim
MCP server for patent search and prior art discovery powered by Google Patents …
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| 46293 |
catastro_mcp_server
Claim
A Python MCP server that queries Spanish Cadastre services for non-protected ca…
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| 46294 |
LangGraph MCP Server
Claim
A clean, modular Model Context Protocol server implementation for LangGraph doc…
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| 46295 |
A persistent document management and research assistant powered by Groq, enabli…
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| 46296 |
Retrieval-grounded prompt refinement engine that repairs and polishes prompts v…
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| 46297 |
infinitetalk-mcp
Claim
MCP server for the InfiniteTalk model line, enabling audio-to-video task creati…
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| 46298 |
umo-memory
Claim
Persistent memory for AI coding agents that stores and recalls preferences, dec…
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| 46299 |
skillselion-mcp
Claim
Search the Skillselion catalog of community-vetted Claude Code skills, MCP serv…
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| 46300 |
Alpha Vantage MCP Server
Claim
A comprehensive MCP server that provides access to Alpha Vantage's financial da…
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