MCP Server Quality Scores
Independent quality analysis of 69400 public MCP servers
Last updated 1 hour, 27 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 39501 |
ArXiv MCP Server
Claim
Provides arXiv paper search, download, Chinese translation, and WeChat article …
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| 39502 |
mcp
Claim
Provision and manage Krova Cloud Cubes — Firecracker microVMs with root access …
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| 39503 |
niscope-mcp
Claim
Enables AI assistants to directly control NI oscilloscopes (e.g., PXIe-5160/516…
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| 39504 |
sprinty
Claim
A disciplined-sprint MCP server for AI coding agents, providing structured spri…
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| 39505 |
dots-mcp
Claim
Enables searching Xiaohongshu (小红书) content via dots.ai using a logged-in brows…
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| 39506 |
gpu-rental-mcp
Claim
Enables comparing and renting vGPUs from 30+ cloud providers via Shadeform API,…
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| 39507 |
concept-rag
Claim
Enables LLMs to perform conceptual search over local PDF/EPUB documents using a…
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| 39508 |
mcp-code-mode
Claim
Enables safe execution of Python code with AI assistance and integration with M…
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| 39509 |
reachy-mini-mcp
Claim
MCP server for Reachy Mini robot that exposes robot state and motion control to…
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| 39510 |
Enables backtesting of limit-order strategies on Polymarket's BTC 5-minute mark…
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| 39511 |
Simple MCP Server
Claim
A calculator MCP server providing add and subtract tools, along with file resou…
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| 39512 |
cursor-sdk-mcp
Claim
Enables MCP clients to invoke Cursor SDK's agent runtime, run coding agents, li…
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| 39513 |
PocketBase MCP Server
Claim
Enables LLMs to manage PocketBase databases with comprehensive CRUD, authentica…
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| 39514 |
iMovie MCP Server
Claim
An MCP server that enables AI-powered video editing with iMovie on macOS.
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| 39515 |
Meetup Coordinator MCP
Claim
Analyzes KakaoTalk group chat texts to extract availability, rank options, draf…
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| 39516 |
postgresql-mcp
Claim
A production-ready MCP server that connects AI assistants to any PostgreSQL dat…
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| 39517 |
Radix UI MCP Server
Claim
Enables AI assistants to access and work with Radix UI libraries (Themes, Primi…
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| 39518 |
Fireblocks MCP Server
Claim
Enables AI assistants to securely interact with Fireblocks services through the…
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| 39519 |
era5-mcp-server
Claim
Enables natural language access to ERA5 climate data from the Copernicus Climat…
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| 39520 |
herdr-mcp
Claim
Enables AI assistants to orchestrate Herdr coding agents by wrapping its Unix-s…
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| 39521 |
Garmin MCP
Claim
MCP server that exposes Garmin Connect health and activity data (steps, sleep, …
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| 39522 |
contest-mcp
Claim
Enables logging amateur-radio QSOs to N3FJP logging software via MCP tools, inc…
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| 39523 |
engram
Claim
A cognitive memory system for MCP that provides hybrid retrieval, memory layers…
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| 39524 |
Academic Research MCP
Claim
Unified scholarly search across 60+ academic sources with citation formatting (…
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| 39525 |
Hickey_MCP
Claim
Personal MCP server for Snowflake and Tableau integration, enabling SQL queries…
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| 39526 |
Tamper-evident audit logs for AI agents: submit, fetch, and verify cryptographi…
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| 39527 |
token-meter
Claim
Local-first dashboard + MCP server for Claude Code and Codex token usage. Cost,…
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| 39528 |
mcp-knowledge
Claim
100+ MCP tools for AI agents: content metadata, trade intelligence, business-ex…
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| 39529 |
oceanbus-mcp-server
Claim
Register, discover, message, and transact with other AI agents on the OceanBus …
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| 39530 |
Defuddle MCP Server
Claim
Fetches webpages and returns clean, structured Markdown with metadata (title, a…
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| 39531 |
YouTube Knowledge MCP
Claim
A Model Context Protocol (MCP) server that gives AI assistants the ability to s…
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| 39532 |
bilibili-mcp
Claim
A Model Context Protocol server that provides tools for parsing and retrieving …
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| 39533 |
recommended-by-mcp
Claim
Stdio MCP server for managing recommended.by lists from agents like OpenClaw, C…
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| 39534 |
browser-search-mcp
Claim
Enables web search via a real browser for any LLM, bypassing anti-bot measures …
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| 39535 |
fast-bitrix24-mcp
Claim
MCP server for interacting with Bitrix24 REST API, enabling CRUD operations on …
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| 39536 |
Search hotels & rentals: live prices & reviews across Booking.com, Airbnb, Vrbo…
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| 39537 |
codetex-mcp
Claim
A commit-aware code context manager for LLMs that indexes Git repositories into…
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| 39538 |
Enrich a company domain into firmographics via Apify: employees, industry, HQ, …
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| 39539 |
kanban-mcp
Claim
MCP server for task/ticket management with dependency tracking, supporting CRUD…
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| 39540 |
Jira Admin MCP Server
Claim
Enables an AI assistant to administer a Jira Cloud site with 78 purpose-built t…
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| 39541 |
Enables AI systems to interact with Atlassian Bitbucket Server/Data Center for …
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| 39542 |
cascade-mcp
Claim
Exposes a hybrid conflict resolution router as MCP tools, deciding per conflict…
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| 39543 |
Exposes a tool to retrieve mocked documentation records from a simulated databa…
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| 39544 |
fleet-mcp
Claim
A unified MCP server for managing hosting fleets, enabling natural language con…
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| 39545 |
MaxCompute MCP Server
Claim
MCP server for MaxCompute, enabling table listing, schema inspection, partition…
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| 39546 |
jp-eli-mcp
Claim
Searches and retrieves Japanese national legislation from the official e-Gov AP…
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| 39547 |
Pixl
Claim
Turns AI coding hosts into a guided mobile-UI design tool with design interview…
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| 39548 |
Zenith MCP Server
Claim
Personal habit tracking MCP server for a 90-day mission, tracking 6 non-negotia…
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| 39549 |
MCP server that wraps the Wildfire IM Robot SDK to provide tools for messaging,…
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| 39550 |
CSL MCP Server
Claim
A local MCP server for querying Chinese scientific literature from the CSL data…
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