MCP Server Quality Scores
Independent quality analysis of 69261 public MCP servers
Last updated 3 hours, 48 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 45401 |
Coverity MCP Server
Claim
A TypeScript MCP server that connects AI agents to Black Duck Coverity Connect …
|
— | ||||||||
| 45402 |
Domain Lab
Claim
Track domain expiry, DNS, SSL and email security across registrars, and explain…
|
— | ||||||||
| 45403 |
semarcy-mcp
Claim
MCP server providing RAG-powered access to Semarchy documentation (xDM, xDI, xD…
|
— | ||||||||
| 45404 |
siftingio-mcp
Claim
MCP server that provides access to SiftingIO market data, including live prices…
|
— | ||||||||
| 45405 |
OpenAIRE MCP Server
Claim
Enables AI assistants to explore the OpenAIRE Research Graph and ScholExplorer …
|
— | ||||||||
| 45406 |
MCP server for Microsoft To Do that enables managing task lists, tasks, and che…
|
— | ||||||||
| 45407 |
Lelly MCP Server
Claim
Connects Lelly.chat workspace with AI agents, offering tools for tasks, reminde…
|
— | ||||||||
| 45408 |
qmcp
Claim
Semantic search server for code and documentation using Qdrant vector database.…
|
— | ||||||||
| 45409 |
sfc-data-mcp
Claim
MCP server that wraps SFC financial data API into 32 tools for comprehensive A-…
|
— | ||||||||
| 45410 |
Sports Context Protocol
Claim
Self-learning operational context layer for AI sports agents. Profile 001: golf.
|
— | ||||||||
| 45411 |
poke_discord
Claim
Enables interaction with Discord through natural language, including reading an…
|
— | ||||||||
| 45412 |
trust-chain-mcp
Claim
Trust Chain MCP server. Tools: create trust anchor, verify chain, add attestati…
|
— | ||||||||
| 45413 |
foldkit
Claim
MCP server for foldkit — exposes the 7-prime spine, 7 κ-bands, and 6 fold opera…
|
— | ||||||||
| 45414 |
reasonix-vision-mcp
Claim
A Vision Bridge MCP Server that enables text-only models to call vision models …
|
— | ||||||||
| 45415 |
Changelogs for coding agents: versions, breaking changes, migrations. Free chan…
|
— | ||||||||
| 45416 |
madeonsol
Claim
Solana KOL trading intelligence & deployer analytics via x402 micropayments or …
|
— | ||||||||
| 45417 |
Enables AI agents to render interactive user interfaces such as forms, dashboar…
|
— | ||||||||
| 45418 |
SecMCP
Claim
MCP servers exposing security operations tools (VirusTotal, MITRE Caldera, Lima…
|
— | ||||||||
| 45419 |
enlace_connector
Claim
Deploy Python functions as authenticated MCP connectors for Claude.ai and other…
|
— | ||||||||
| 45420 |
ecl_mcp
Claim
Provides AI agents with access to the European Commission's Component Library d…
|
— | ||||||||
| 45421 |
cloudcompare-mcp
Claim
Enables AI assistants to process 3D point clouds and meshes using CloudCompare …
|
— | ||||||||
| 45422 |
nyumba-mcp
Claim
MCP server for Kenya housing — rental market guide, tenant rights, building per…
|
— | ||||||||
| 45423 |
Enables Claude to interact with Canvas LMS to manage coursework, track assignme…
|
— | ||||||||
| 45424 |
MIND MCP Server
Claim
Enables AI agents to persist and retrieve memories via a personal knowledge gra…
|
— | ||||||||
| 45425 |
flatland
Claim
Financial modeling engine for AI agents. Build typed P&Ls, run scenario analysi…
|
— | ||||||||
| 45426 |
MCP server for SYMONE
Claim
MCP server for SYMONE — search motorcycle transport routes in France. Paris↔Mar…
|
— | ||||||||
| 45427 |
simple-dynamsoft-mcp
Claim
MCP server that helps AI assistants generate accurate code and guidance for Dyn…
|
— | ||||||||
| 45428 |
Enables AI tools to create, edit, and inspect KiCAD schematic files, including …
|
— | ||||||||
| 45429 |
MCP Iconik
Claim
MCP server providing tools for the Iconik media asset management API. Supports …
|
— | ||||||||
| 45430 |
whatsapp-mcp-ts
Claim
|
— | ||||||||
| 45431 |
Rastro MCP
Claim
MCP server for Rastro catalog operations, exposing catalog, service, execution,…
|
— | ||||||||
| 45432 |
selenium-mcp
Claim
A production-ready MCP server that exposes Selenium 4 browser automation as MCP…
|
— | ||||||||
| 45433 |
Test MCP
Claim
A minimal MCP server template for testing and development, providing example im…
|
— | ||||||||
| 45434 |
mcp-malwarebazaar
Claim
Enables querying the abuse.ch MalwareBazaar database for malware samples by tag…
|
— | ||||||||
| 45435 |
libre-mcp
Claim
MCP server for controlling LibreOffice (Writer and Calc) via the UNO API, enabl…
|
— | ||||||||
| 45436 |
Yomio
Claim
Read Yomio expense, income, account, budget, and spending data in an MCP-compat…
|
— | ||||||||
| 45437 |
Cloud Access Security Broker. Identify security misconfigurations across SaaS a…
|
— | ||||||||
| 45438 |
Enables AI assistants to manage Bricks Builder pages, templates, and elements v…
|
— | ||||||||
| 45439 |
bitrix24-mcp-server
Claim
MCP server for Bitrix24 CRM integration, enabling AI agents to manage contacts,…
|
— | ||||||||
| 45440 |
web-researcher-mcp
Claim
Production-grade MCP server for web search (Google, Brave, Serper, SearXNG, Sea…
|
— | ||||||||
| 45441 |
Model Context Protocol (MCP) server for interacting with IBM Storage Scale clus…
|
— | ||||||||
| 45442 |
tai-dynamic-postgres-mcp
Claim
Generates FastMCP tools for PostgreSQL DML operations (insert, select, update, …
|
— | ||||||||
| 45443 |
AutoCAD MCP Server
Claim
Enables natural-language control of AutoCAD LT for automation and headless DXF …
|
— | ||||||||
| 45444 |
opentable-mcp
Claim
MCP server for anonymous OpenTable restaurant discovery and availability checki…
|
— | ||||||||
| 45445 |
X402 MCP
Claim
Enables micropayments for MCP tool invocations using the X402 payment protocol,…
|
— | ||||||||
| 45446 |
FastAPI MCP Server
Claim
A comprehensive MCP server providing 21+ tools for mathematical operations, str…
|
— | ||||||||
| 45447 |
docuflow
Claim
Provides a unified interface for AI agents and scripts to read, create, and edi…
|
— | ||||||||
| 45448 |
obsidian-mcp
Claim
Self-hosted MCP server for Obsidian with semantic + full-text search over Postg…
|
— | ||||||||
| 45449 |
Intervals.icu MCP Server
Claim
Enables interaction with Intervals.icu data, including activities, wellness, an…
|
— | ||||||||
| 45450 |
Vector Memory MCP Server
Claim
Enables AI assistants to save and recall information from files or free-form no…
|
— | ||||||||