MCP Server Quality Scores
Independent quality analysis of 69224 public MCP servers
Last updated 55 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 49301 |
Roboflow MCP Server
Claim
A Model Context Protocol server that gives AI coding agents programmatic access…
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| 49302 |
ESP32 MCP Server
Claim
Bridges the Model Context Protocol (MCP) with ESP32 devices running Tasmota fir…
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| 49303 |
biascope
Claim
MCP server for scanning AI systems and code for demographic, occupational, and …
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| 49304 |
Odoo 19 MCP Server
Claim
Provides tools to interact with Odoo 19's External JSON-2 API, enabling CRUD op…
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| 49305 |
Base Network MCP Server
Claim
Enables querying Base Network blockchain data including blocks, transactions, b…
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| 49306 |
kingdee-search-server
Claim
搜索金蝶开发者社区知识库的 MCP 服务器,支持根据关键字检索并返回结果表格。
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| 49307 |
Provides access to 120+ Facebook Graph API v23.0 Insights metrics through MCP t…
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| 49308 |
mdm-mcp
Claim
Provides 12 MCP tools to directly interact with DEM MDM backend API, enabling C…
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| 49309 |
Guck MCP Server
Claim
Guck is a tiny, MCP-first telemetry store for agentic debugging. It provides to…
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| 49310 |
base-gas-mcp
Claim
Enables agents to fetch live Base mainnet gas prices by paying $0.001 USDC per …
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| 49311 |
eonik
Claim
Every size of a brand's ad, on-brand, checked and delivered, made in the eonik …
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| 49312 |
Monitors electricity outage schedules in Ukraine's Dnipropetrovsk region, enabl…
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| 49313 |
ideahub_mcp
Claim
An MCP server for capturing and recalling ideas, designed for both agents and h…
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| 49314 |
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| 49315 |
Enables asking questions in plain English about 61,765 customer-support tickets…
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| 49316 |
Ask Google MCP Server
Claim
A stdio MCP server that provides a single tool to query Gemini with Google Sear…
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| 49317 |
mcp-mode-switcher
Claim
An MCP server that lets you switch between different MCP configuration profiles…
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| 49318 |
LinkedIn MCP Server
Claim
Fully featured MCP server that provides automation tools for LinkedIn, supporti…
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| 49319 |
rr-mcp
Claim
MCP server for orchestrating multi-process rr debugging sessions with reverse e…
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| 49320 |
Deployable remote MCP server on Cloudflare Workers without authentication, enab…
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| 49321 |
CodeAgent MCP
Claim
An autonomous code-reasoning agent that parses repositories using tree-sitter, …
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| 49322 |
Feishu/Lark OpenAPI MCP
Claim
Official MCP server for Feishu/Lark OpenAPI, enabling AI assistants to interact…
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| 49323 |
Redshift MCP Server
Claim
Enables interacting with Amazon Redshift databases through SQL queries, schema …
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| 49324 |
msgraph-mcp
Claim
MCP server providing AI assistants with full access to Microsoft Outlook email …
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| 49325 |
MCP Note Taker
Claim
A proof-of-concept MCP server for AI assistant note-taking, enabling adding not…
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| 49326 |
TikTak MCP Server
Claim
MCP server for TikTak time tracking and invoicing API, enabling AI assistants t…
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| 49327 |
tripadvisor-mcp
Claim
Enables search and retrieval of travel data from TripAdvisor, including hotels,…
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| 49328 |
Icelandic Law MCP
Claim
Provides access to 1,709 Icelandic statutes and 19,026 provisions with full-tex…
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| 49329 |
rag-server
Claim
Local MCP server that provides a search_documents tool to query a RAG pipeline …
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| 49330 |
Self-improving AI workflows with backtesting, prompt optimization, and scheduli…
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| 49331 |
Construction takeoff and estimating for AI agents. Measure a drawing PDF, expor…
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| 49332 |
mcp-themeparks
Claim
Enables access to live theme park wait times, schedules, and attraction data fr…
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| 49333 |
mcp-augment
Claim
Adds safety hooks to AI coding tools by providing enforced proxy tools (safe_wr…
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| 49334 |
KARP Graph Lite
Claim
Provides Claude Desktop with persistent, structured memory and semantic search …
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| 49335 |
MCP Agent Bridge
Claim
An agent gateway that aggregates multiple local MCP servers into a single MCP e…
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| 49336 |
LiLBrain
Claim
Instant codebase knowledge graph MCP server. It auto-detects languages, indexes…
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| 49337 |
domain-intel
Claim
Cloudflare Workers MCP server: domain-intel
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| 49338 |
clipkit
Claim
MCP server for Clipkit — gives AI agents a video toolbox via the Clipkit schema.
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| 49339 |
Fledgling
Claim
Provides MCP tools that help AI agents get their bearings in a codebase with un…
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| 49340 |
Connects VS Code Copilot to Telegram for mobile notifications, interactive appr…
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| 49341 |
BrowserPilot
Claim
Enables AI to control browsers via natural language for web automation, testing…
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| 49342 |
ohmytoken
Claim
Provides real-time token pricing for AI models, model comparison, cost calculat…
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| 49343 |
Fibonex Trading Signals
Claim
AI-powered Fibonacci grid trading signals for crypto. Get real-time BULLISH/BEA…
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| 49344 |
re-lief
Claim
MCP server exposing LIEF for cross-format binary analysis, enabling parsing, se…
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| 49345 |
Weather MCP Server
Claim
MCP Server for global weather, forecasts, air quality, and climate data using O…
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| 49346 |
Ultimate Android MCP
Claim
Enables LLMs to control and manage Android devices via ADB, including app insta…
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| 49347 |
Task Breakdown
Claim
Break down complex problems into clear, actionable steps. Adapt on the fly by i…
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| 49348 |
toshi-mcp
Claim
Enables a side-panel companion that watches your coding session and provides co…
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| 49349 |
ADB MCP Server
Claim
A MCP server that enables AI assistants to control Android devices via ADB, sup…
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| 49350 |
vending-machine-mcp
Claim
A marketplace of 13 specialist AI agents for coding assistants, offering tools …
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