MCP Server Quality Scores
Independent quality analysis of 67226 public MCP servers
Last updated 2 hours, 50 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ◐ Assessed Scores | ||||||||||
| 21301 |
Static site generator / website building toolkit for AI coding agents like Clau…
|
B 70 3⁄3 | ||||||||
| 21302 |
🔍 A Model Context Protocol (MCP) server providing unified access to multiple se…
|
B 70 4⁄3 | ||||||||
| 21303 |
Provides dynamic, context-aware code assistant skills through hybrid RAG (vecto…
|
B 70 4⁄3 | ||||||||
| 21304 |
MCP-Plugin-dotnet
Claim
Open-source .NET library/SDK that turns any .NET application into an MCP server…
|
B 70 3⁄3 | ||||||||
| 21305 |
lending-contract
Claim
|
B 70 3⁄3 | ||||||||
| 21306 |
Comprehensive, type-safe MCP server providing 380 tools to manage Dokploy deplo…
|
B 70 3⁄3 | ||||||||
| 21307 |
Enables comprehensive ComfyUI workflow automation including image generation, w…
|
B 70 4⁄4 | ||||||||
| 21308 |
A read-only Model Context Protocol server that exposes over 60 AWS tools across…
|
B 70 4⁄4 | ||||||||
| 21309 |
floom
Claim
Deploy Python functions as web apps with auto-generated UI, REST API, and share…
|
B 70 3⁄3 | ||||||||
| 21310 |
MCP server for the German Marktstammdatenregister (MaStR) energy market register
|
B 70 3⁄3 | ||||||||
| 21311 |
Generate fake user profiles and companies for tests, seed data, and AI agent de…
|
B 70 3⁄3 | ||||||||
| 21312 |
A Model Context Protocol (MCP) server that enables AI assistants to interact wi…
|
B 70 3⁄3 | ||||||||
| 21313 |
Enables Claude to interact with Asana workspaces, tasks and projects through th…
|
B 70 4⁄4 | ||||||||
| 21314 |
Local Chrome via CDP with profile-snapshot isolation and shared-broker multi-cl…
|
B 70 3⁄3 | ||||||||
| 21315 |
GXtract is a MCP server designed to integrate with VS Code and other compatible…
|
B 70 4⁄4 | ||||||||
| 21316 |
Connects Claude Code to a persistent OpenClaw daemon for 24/7 automation of cro…
|
B 70 3⁄3 | ||||||||
| 21317 |
A high-speed MCP server that enables AI assistants like Claude to interact with…
|
B 70 4⁄4 | ||||||||
| 21318 |
MCP server for the Transkribus REST API. Manage collections, documents, HTR/OCR…
|
B 70 4⁄3 | ||||||||
| 21319 |
Authentik MCP provides seamless integration with Authentik's API, supporting bo…
|
B 70 4⁄4 | ||||||||
| 21320 |
AI supply chain security scanner with 18 MCP tools. Auto-discovers 20 MCP clien…
|
B 70 4⁄3 | ||||||||
| 21321 |
Recon Fuzz Chimera MCP knowledge to multi fuzzing enviornments compatibility in…
|
B 70 3⁄3 | ||||||||
| 21322 |
Read, send, search & manage Instagram DMs through AI assistants. 15 tools, cook…
|
B 70 3⁄3 | ||||||||
| 21323 |
MCP server for New Caledonia open data (data.gouv.nc)
|
B 70 3⁄3 | ||||||||
| 21324 |
Standard protocol for agent-to-agent communication with stateful orchestration,…
|
B 70 4⁄3 | ||||||||
| 21325 |
A swiss-knife MCP server for analysing PCAP files
|
B 70 3⁄3 | ||||||||
| 21326 |
TheCrawler
Claim
Open-source web scraper and extraction MCP server with JavaScript rendering, ma…
|
B 70 3⁄3 | ||||||||
| 21327 |
Identifies LEGO parts, sets, and minifigures from local image files using the B…
|
B 70 3⁄3 | ||||||||
| 21328 |
A high-performance server that enables integration between Apache CloudStack in…
|
B 70 4⁄4 | ||||||||
| 21329 |
Enables AI assistants to interact directly with Roblox Studio to explore projec…
|
B 70 4⁄3 | ||||||||
| 21330 |
Recon indexes your codebase into a knowledge graph and exposes it via 14 MCP to…
|
B 70 3⁄3 | ||||||||
| 21331 |
A cloud replacement for mcp-server-filesystem that provides 30 tools for S3, Az…
|
B 70 3⁄3 | ||||||||
| 21332 |
being-mcp-server
Claim
Personality Runtime for AI agents — persistent memory, personality, and relatio…
|
B 70 3⁄3 | ||||||||
| 21333 |
MCP server for PHP Xdebug debugging with breakpoints, stepping, and variable in…
|
B 70 4⁄3 | ||||||||
| 21334 |
An MCP server that provides 36 tools for interacting with the amoCRM (Kommo) AP…
|
B 70 4⁄4 | ||||||||
| 21335 |
.NET MCP Server
Claim
AI assistant access to .NET SDK for projects, packages, building, testing, and …
|
B 70 3⁄3 | ||||||||
| 21336 |
SHAFT browser automation, capture, and offline deterministic failure diagnosis
|
B 70 3⁄3 | ||||||||
| 21337 |
An interrupt-aware MCP sidecar for long-running coding agents that detects chan…
|
B 70 3⁄3 | ||||||||
| 21338 |
An MCP server that provides full control over iTerm2 terminal sessions on macOS…
|
B 70 3⁄3 | ||||||||
| 21339 |
Fonoster MCP Server
Claim
MCP server that lists applications and phone numbers, and initiates outbound ca…
|
B 70 4⁄4 | ||||||||
| 21340 |
MCP server for Altmetric APIs - track research attention across news, policy, s…
|
B 70 4⁄3 | ||||||||
| 21341 |
Enables AI assistants to interact with Gramps genealogy databases for intellige…
|
B 70 4⁄4 | ||||||||
| 21342 |
ms-sentinel-mcp-server
Claim
ms-sentinel-mcp-server
|
B 70 4⁄4 | ||||||||
| 21343 |
Enables AI assistants to manage consignment and retail business operations thro…
|
B 70 4⁄4 | ||||||||
| 21344 |
Finance MCP Server
Claim
Enables personal finance tracking through Claude Desktop using natural language…
|
B 70 3⁄3 | ||||||||
| 21345 |
binary_ninja_mcp
Claim
A Binary Ninja plugin, MCP server, and bridge that seamlessly integrates [Binar…
|
B 70 4⁄3 | ||||||||
| 21346 |
Making enterprise AI infrastructure universally accessible. Edge-first platform…
|
B 70 4⁄4 | ||||||||
| 21347 |
MCP server for Word document (.docx) creation and manipulation — the production…
|
B 70 3⁄3 | ||||||||
| 21348 |
Enables AI agents to access Saudi market data, including company profiles, mark…
|
B 70 3⁄3 | ||||||||
| 21349 |
MCP server for Zoho Mail. Read, search, and send email from Claude.
|
B 70 3⁄3 | ||||||||
| 21350 |
Manifold
Claim
Operation-first .NET foundation for generating fast CLI and MCP surfaces from a…
|
B 70 3⁄3 | ||||||||