MCP Server Quality Scores
Independent quality analysis of 67197 public MCP servers
Last updated 34 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 44401 |
MCP server for MNE-Python documentation, source code, GitHub issues, and forum
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| 44402 |
Typed feature management for compose projects: roadmap, changelog, artifacts, j…
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| 44403 |
contract-guard-mcp
Claim
EVM contract/token risk check + ERC20 approval (proxy, EIP-7702, unlimited-allo…
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| 44404 |
Speechmatics MCP Server
Claim
Enables Claude Code to transcribe audio and video files using the Speechmatics …
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| 44405 |
FBEM
Claim
An MCP server that enables AI agents to post Reels and Photos to Facebook by ca…
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| 44406 |
connectivity-diagnostics
Claim
Enables AI assistants to perform real network diagnostics on the local machine,…
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| 44407 |
regulatory
Claim
Live US federal and state regulatory changes and grant programs, every result c…
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| 44408 |
steamforecast-mcp
Claim
Model Context Protocol server for Steam Launch Forecaster, exposing calibrated …
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| 44409 |
watsonx MCP Server
Claim
Enables Claude to delegate tasks to IBM watsonx.ai foundation models (Granite, …
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| 44410 |
abc
Claim
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| 44411 |
figma-config-mcp
Claim
Enables querying Figma Config 2026 sessions, speakers, and agenda via Claude wi…
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| 44412 |
mite MCP Server
Claim
Model Context Protocol server for the mite time tracking API, enabling time ent…
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| 44413 |
Italy shipping labels for AI agents: buy Poste Italiane and more, track and ref…
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| 44414 |
open-subagent-mcp
Claim
A local MCP server that delegates tasks to a subagent runtime via OpenAI-compat…
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| 44415 |
slac-mcp
Claim
MCP server exposing SLAC (Simple Logic & Arithmetic Compiler) as tools for LLM …
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| 44416 |
vsfclub1
Claim
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| 44417 |
AI SOC Agent MCP Server
Claim
Enables SOC analysts to analyze security incidents, map to MITRE ATT&CK, calcul…
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| 44418 |
cep-tools
Claim
An MCP server that provides a tool to query Brazilian postal codes (CEPs) via t…
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| 44419 |
mcp-imei
Claim
Validates IMEI numbers with Luhn check and computes the check digit; works offl…
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| 44420 |
tool-mcp-server
Claim
A Model Context Protocol server exposing 58 online tools (crypto, data, image, …
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| 44421 |
Pollinations MCP Server
Claim
Enables AI agents to generate images and text using Pollinations.ai, with SSE s…
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| 44422 |
A comprehensive integration providing 114 tools to manage Google Drive, Docs, S…
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| 44423 |
Exposes VSCode's Language Server Protocol features through MCP, enabling AI ass…
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| 44424 |
Gmail MCP Server
Claim
Enables sending, reading, and managing Gmail emails through MCP clients like Cl…
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| 44425 |
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| 44426 |
FNewsCrawler
Claim
已废弃的财经信息MCP服务,提供实时财经资讯,建议转向新项目OmniData。
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| 44427 |
Pterodactyl MCP Server
Claim
Enables managing Pterodactyl Game Panel servers via Client and Application APIs…
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| 44428 |
Peil
Claim
Log hours, draft invoices and check where you stand — finance for Dutch freelan…
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| 44429 |
mcp-textbrowser
Claim
A text-first headless browser MCP server that extracts DOM and OCR text from we…
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| 44430 |
kanpou-mcp
Claim
MCP server for searching Japanese government procurement notices via the Kanpou…
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| 44431 |
npx-vibe
Claim
Read-only npm package and project dependency preflight tools for AI application…
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| 44432 |
GhostInTheShell MCP
Claim
A sandboxed, read-only MCP server that safely exposes system metrics, container…
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| 44433 |
SignaTrust MCP Server
Claim
Enables AI assistants to manage document signing workflows via natural language…
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| 44434 |
ScholarMind
Claim
A multimodal academic research assistant for LLM Agent papers, enabling paper s…
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| 44435 |
mcp-server-attom
Claim
Exposes ATTOM's real estate API as MCP tools, enabling property details, valuat…
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| 44436 |
agentic-ai-shadowing
Claim
Observes tasks and generates anonymized SOPs — task tracking and SOP review via…
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| 44437 |
ArcGIS Pro MCP
Claim
Lets AI assistants control a live ArcGIS Pro session through arcpy, including l…
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| 44438 |
Drumbeats MCP
Claim
MCP server for Drumbeats monitoring. Enables creating monitors, triaging incide…
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| 44439 |
espanso-mcp
Claim
An MCP server for managing Espanso text expansion configurations, enabling AI a…
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| 44440 |
SecureOps AI
Claim
Local security auditing powered by LLMs via Model Context Protocol (MCP) — keep…
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| 44441 |
AI email inbox and sending tools with attachments, search, live events, and web…
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| 44442 |
bls-labor-mcp-server
Claim
Fetch US Bureau of Labor Statistics data — CPI, unemployment, wages, JOLTS, and…
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| 44443 |
patent-search-mcp-server
Claim
Patent intelligence and prior-art research for the AI Patent Search Generator. …
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| 44444 |
SharePoint MCP Server
Claim
A Model Context Protocol server for SharePoint file and folder management using…
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| 44445 |
Playwright MCP Server
Claim
Enables browser automation using Playwright, allowing LLMs to interact with web…
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| 44446 |
teams-mcp
Claim
Enables AI assistants to interact with Microsoft Teams, users, chats, files, an…
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| 44447 |
Horizon Fidelity Monitor
Claim
Tracks conversation health in real time — drift, desync, and causal collapse — …
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| 44448 |
Civil 3D MCP Server
Claim
Enables AI assistants to interact with Autodesk Civil 3D through natural langua…
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| 44449 |
GRC MCP Server
Claim
Enables AI agents to interact with IBM OpenPages GRC platform through a standar…
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| 44450 |
pysnowball MCP Server
Claim
MCP server that provides 56 API interfaces covering real-time quotes, financial…
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