MCP Server Quality Scores
Independent quality analysis of 59573 public MCP servers
Last updated 24 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ◐ Assessed Scores | ||||||||||
| 20351 |
A local-first, no-API-key MCP server that enables LLMs to search the web, fetch…
|
B 75 3⁄3 | ||||||||
| 20352 |
kg
Claim
Local knowledge graph memory MCP server for AI assistants.
|
B 75 3⁄3 | ||||||||
| 20353 |
MCP server for generating and configuring development containers from devcontai…
|
B 75 3⁄3 | ||||||||
| 20354 |
Institutional 13F intelligence: 8,600+ managers, holdings, peer search, sector …
|
B 75 3⁄3 | ||||||||
| 20355 |
vMLX - JANGTQ Uber Compressed MLX Models - L2 Disk Cache (survives restart) + L…
|
B 75 3⁄3 | ||||||||
| 20356 |
MCP server for the PensionPro pension administration REST API.
|
B 75 3⁄3 | ||||||||
| 20357 |
|
B 75 4⁄3 | ||||||||
| 20358 |
MCP server for PDF generation, parsing, splitting, merging, and manipulation vi…
|
B 75 3⁄3 | ||||||||
| 20359 |
Crypto API Fixer
Claim
Auto-repair middleware for crypto trading bots. Fixes API errors silently in <2…
|
B 75 3⁄3 | ||||||||
| 20360 |
An MCP server for architectural CAD workflows in ZWCAD with non-uniform block s…
|
B 75 3⁄3 | ||||||||
| 20361 |
Connect Claude to Microsoft Teams — read/send messages, list channels, search c…
|
B 75 3⁄3 | ||||||||
| 20362 |
code-executor-mcp MCP server by MEOK AI Labs
|
B 75 3⁄3 | ||||||||
| 20363 |
NornicDB
Claim
Nornicdb is a distributed low-latency, Graph+Vector, Temporal MVCC with all sub…
|
B 75 4⁄3 | ||||||||
| 20364 |
13 specialized AI agents collaborating via SQLite. 44 MCP tools. One-command in…
|
B 75 3⁄3 | ||||||||
| 20365 |
Regression testing framework for AI agents. Save golden baselines, detect behav…
|
B 75 4⁄3 | ||||||||
| 20366 |
auto-browser
Claim
Open-source MCP-native browser agent with human takeover via noVNC, reusable au…
|
B 75 3⁄3 | ||||||||
| 20367 |
MCP server that exposes actionable Omniboard checks for the current project to …
|
B 75 3⁄3 | ||||||||
| 20368 |
oh-my-codex
Claim
oh-my-codex (omx) — Orchestration layer for OpenAI Codex CLI. Async Claude Code…
|
B 75 3⁄3 | ||||||||
| 20369 |
MCP для команд 1c-platform-tools. Нужно расширение 1c-platform-tools с включённ…
|
B 75 4⁄3 | ||||||||
| 20370 |
Enables AI assistants to autonomously execute over 200 open-source penetration …
|
B 75 3⁄3 | ||||||||
| 20371 |
Coupang MCP
Claim
Enables searching Coupang products and checking real-time lowest prices via Cla…
|
B 75 3⁄3 | ||||||||
| 20372 |
An MCP server for the Hudu IT documentation platform that provides 39 tools and…
|
B 75 4⁄4 | ||||||||
| 20373 |
A server that integrates with Claude Desktop to enable real-time web research c…
|
B 75 4⁄3 | ||||||||
| 20374 |
STS2MCP
Claim
Full agentic runs for Slay the Spire 2. A mod that exposes in-game state, and t…
|
B 75 3⁄3 | ||||||||
| 20375 |
MCP server exposing Spinnaker CD platform via Gate API for pipeline and deploym…
|
B 75 3⁄3 | ||||||||
| 20376 |
huntkit
Claim
Investigation toolkit for Claude Code: case management, OSINT, structured analy…
|
B 75 3⁄3 | ||||||||
| 20377 |
16 engines, 28 MCP tools for Python code quality. Zero external dependencies.
|
B 75 3⁄3 | ||||||||
| 20378 |
Vendor status pages, TLS cert inspection, DNS propagation checks, and incident-…
|
B 75 3⁄3 | ||||||||
| 20379 |
A GDB debugging tool designed for AI Agents (Claude Code, etc.)
|
B 75 3⁄3 | ||||||||
| 20380 |
Enables LLMs to query and analyze PostgreSQL databases through a controlled int…
|
B 75 4⁄4 | ||||||||
| 20381 |
MCP server for interacting with ConfigCat feature flag platform. Supports manag…
|
B 75 4⁄3 | ||||||||
| 20382 |
Long-term memory system for AI agents that accumulates domain expertise through…
|
B 75 3⁄3 | ||||||||
| 20383 |
mcp-whatsapp
Claim
Single-binary Go MCP server that wraps whatsmeow to expose a personal WhatsApp …
|
B 75 3⁄3 | ||||||||
| 20384 |
Unified MCP server for App Store Connect & Google Play Console — 91 tools for i…
|
B 75 3⁄3 | ||||||||
| 20385 |
ahk-mcp
Claim
AutoHotkey v2 MCP Server with prompts, tool chains, debugging, and code executi…
|
B 75 4⁄3 | ||||||||
| 20386 |
A server that provides tools to control OBS Studio remotely via the OBS WebSock…
|
B 75 4⁄3 | ||||||||
| 20387 |
Read-only MCP for OpenVibeCoding runs, workflows, proof, queue, replay, and inc…
|
B 75 3⁄3 | ||||||||
| 20388 |
MCP server for the Storyblok headless CMS with 160 tools across 30 modules. Man…
|
B 75 4⁄4 | ||||||||
| 20389 |
54 robust financial calculators based on deterministic mathematical principles.
|
B 75 3⁄3 | ||||||||
| 20390 |
Access Spotify's music catalog and interact with tracks, albums, and artists.
|
B 75 4⁄3 | ||||||||
| 20391 |
Universal governance layer for AI agents. MCP-native, fail-closed, audit proofs…
|
B 75 3⁄3 | ||||||||
| 20392 |
Wick
Claim
Browser-grade web access for AI agents. Fetches any webpage, returns clean mark…
|
B 75 3⁄3 | ||||||||
| 20393 |
Access 21+ social media platforms through one unified API. Profiles, posts, sea…
|
B 75 3⁄3 | ||||||||
| 20394 |
Lightweight ClickUp MCP server - 37 tools, token-optimized (95% smaller respons…
|
B 75 4⁄3 | ||||||||
| 20395 |
An unofficial MCP server for fintable.io that enables AI assistants to manage f…
|
B 75 3⁄3 | ||||||||
| 20396 |
Connects Claude to your Strava account for analyzing training, predicting race …
|
B 75 3⁄3 | ||||||||
| 20397 |
magicslide-mcp-testing
Claim
|
B 75 3⁄3 | ||||||||
| 20398 |
Find where your notes disagree — contradiction detection for markdown vaults.
|
B 75 3⁄3 | ||||||||
| 20399 |
Wine pairing intelligence for AI assistants. 7 MCP tools for sommelier-grade wi…
|
B 75 3⁄3 | ||||||||
| 20400 |
A personalized developer community reader that enables AI assistants to provide…
|
B 75 3⁄3 | ||||||||