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 | ||||||||||
| 21351 |
Enables Claude to interact with WhatsApp Business for reading, searching, and s…
|
B 70 3⁄3 | ||||||||
| 21352 |
A lightweight RAG system that provides an MCP server for searching and interact…
|
B 70 4⁄3 | ||||||||
| 21353 |
MCP server for the Krónan grocery store API (Iceland)
|
B 70 3⁄3 | ||||||||
| 21354 |
Provides seamless integration with the Thenvoi AI platform, enabling AI agents …
|
B 70 4⁄4 | ||||||||
| 21355 |
MCP server for the Elegant 1.0 design system that provides 12 tools for AI-assi…
|
B 70 3⁄3 | ||||||||
| 21356 |
MCP server for Cinema 4D — entity CRUD, parameter-level access, batched undo, s…
|
B 70 3⁄3 | ||||||||
| 21357 |
Enables AI coding agents to capture screen and voice recordings, extract timest…
|
B 70 4⁄3 | ||||||||
| 21358 |
Exposes Open WebUI's admin APIs as tools, allowing AI assistants to manage user…
|
B 70 4⁄4 | ||||||||
| 21359 |
PokéBattle AI Strategist
Claim
An intelligent Pokémon battle strategy assistant that provides strategic recomm…
|
B 70 4⁄4 | ||||||||
| 21360 |
skyvern
Claim
|
B 70 3⁄3 | ||||||||
| 21361 |
MCP Playwright Server
Claim
Enables AI assistants to control web browsers through Playwright automation, pr…
|
B 70 4⁄3 | ||||||||
| 21362 |
Provides dynamic, context-aware code assistant skills through hybrid RAG (vecto…
|
B 70 4⁄3 | ||||||||
| 21363 |
A read-only Model Context Protocol server that exposes over 60 AWS tools across…
|
B 70 4⁄4 | ||||||||
| 21364 |
MCP server for the Transkribus REST API. Manage collections, documents, HTR/OCR…
|
B 70 4⁄3 | ||||||||
| 21365 |
binary_ninja_mcp
Claim
A Binary Ninja plugin, MCP server, and bridge that seamlessly integrates [Binar…
|
B 70 4⁄3 | ||||||||
| 21366 |
Manifold
Claim
Operation-first .NET foundation for generating fast CLI and MCP surfaces from a…
|
B 70 3⁄3 | ||||||||
| 21367 |
migrationpilot
Claim
83 rules to catch dangerous PostgreSQL migrations before production. Lock analy…
|
B 70 4⁄3 | ||||||||
| 21368 |
Provides AI agents with persistent, searchable memory that survives across conv…
|
B 70 4⁄3 | ||||||||
| 21369 |
Allow AI agents to interact with Alchemy's blockchain APIs.
|
B 70 4⁄4 | ||||||||
| 21370 |
winx-code-agent
Claim
A high-performance Rust reimplementation of WCGW for code agents, providing she…
|
B 70 4⁄3 | ||||||||
| 21371 |
A desktop automation MCP server that enables AI agents to interact with Linux e…
|
B 70 3⁄3 | ||||||||
| 21372 |
Lambe
Claim
Query JSON, YAML, TOML, HCL, CSV, TSV, and Markdown with a composable pipeline …
|
B 70 3⁄3 | ||||||||
| 21373 |
A swiss-knife MCP server for analysing PCAP files
|
B 70 3⁄3 | ||||||||
| 21374 |
toolhive-registry-server
Claim
Discover, govern and control access to MCP servers and agent skills across your…
|
B 70 4⁄3 | ||||||||
| 21375 |
Search and contribute to a shared knowledge base of AI-discovered problem-solut…
|
B 70 3⁄3 | ||||||||
| 21376 |
Enables AI agents to manage Minecraft servers through MCSManager, including ins…
|
B 70 4⁄4 | ||||||||
| 21377 |
Provides comprehensive development tools for Magic-API including documentation …
|
B 70 4⁄4 | ||||||||
| 21378 |
Enables comprehensive interaction with Tabcorp betting services through 30+ spe…
|
B 70 4⁄4 | ||||||||
| 21379 |
MCP server for the National Bank of Belgium SDMX statistical API (221 dataflows…
|
B 70 3⁄3 | ||||||||
| 21380 |
Qontinui MCP Server
Claim
Enables AI-driven visual automation by connecting to Qontinui Runner to load wo…
|
B 70 4⁄3 | ||||||||
| 21381 |
nb-mcp-server
Claim
MCP server wrapping the nb CLI for LLM-friendly note-taking
|
B 70 4⁄3 | ||||||||
| 21382 |
Enables AI assistants to interact with Nextcloud instances through secure APIs,…
|
B 70 4⁄4 | ||||||||
| 21383 |
Connect AI agents to IoT devices — read sensors, send commands, manage ESP32 fl…
|
B 70 3⁄3 | ||||||||
| 21384 |
golemcore-bot
Claim
Agent Platform for AI-Native Companies
|
B 70 4⁄3 | ||||||||
| 21385 |
Firestore MCP Server
Claim
Provides secure, permission-controlled access to Firebase Firestore databases w…
|
B 70 4⁄4 | ||||||||
| 21386 |
MCP-Plugin-dotnet
Claim
Open-source .NET library/SDK that turns any .NET application into an MCP server…
|
B 70 3⁄3 | ||||||||
| 21387 |
Model Context Protocol server for monitoring Operational Status of major digita…
|
B 70 4⁄4 | ||||||||
| 21388 |
A bounded evidence review engine that ingests documents, extracts evidence for …
|
B 70 3⁄3 | ||||||||
| 21389 |
SHAFT browser automation, capture, and offline deterministic failure diagnosis
|
B 70 3⁄3 | ||||||||
| 21390 |
Finance MCP Server
Claim
Enables personal finance tracking through Claude Desktop using natural language…
|
B 70 3⁄3 | ||||||||
| 21391 |
A multi-agent collaboration platform that provides access to over 1,500 models …
|
B 70 4⁄4 | ||||||||
| 21392 |
Enables AI assistants to monitor and securely manage AsusWRT and AsusWRT-Merlin…
|
B 70 3⁄3 | ||||||||
| 21393 |
Static site generator / website building toolkit for AI coding agents like Clau…
|
B 70 3⁄3 | ||||||||
| 21394 |
A Python MCP server enabling programmatic interaction with Aseprite for pixel a…
|
B 70 4⁄3 | ||||||||
| 21395 |
Enables persistent storage and retrieval of user preferences, context, and deci…
|
B 70 4⁄3 | ||||||||
| 21396 |
Read, send, search & manage Instagram DMs through AI assistants. 15 tools, cook…
|
B 70 3⁄3 | ||||||||
| 21397 |
An interrupt-aware MCP sidecar for long-running coding agents that detects chan…
|
B 70 3⁄3 | ||||||||
| 21398 |
Enables SSH and UART/serial port access for Claude Code to directly control rem…
|
B 70 4⁄3 | ||||||||
| 21399 |
invest-igator
Claim
|
B 70 4⁄3 | ||||||||
| 21400 |
Local Chrome via CDP with profile-snapshot isolation and shared-broker multi-cl…
|
B 70 3⁄3 | ||||||||