MCP Server Quality Scores
Independent quality analysis of 66518 public MCP servers
Last updated 1 hour, 3 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ◐ Assessed Scores | ||||||||||
| 22401 |
UnrealClaude
Claim
Claude Code CLI integration for Unreal Engine 5.7 - Get AI coding assistance wi…
|
C 65 3⁄3 | ||||||||
| 22402 |
davinci-resolve-mcp
Claim
MCP server integration for DaVinci Resolve providing powerful tools for video e…
|
C 65 4⁄3 | ||||||||
| 22403 |
OmniMind
Claim
OmniMind: An open-source Python library for effortless MCP (Model Context Proto…
|
C 65 4⁄3 | ||||||||
| 22404 |
Enables tracking and analyzing development time through the Wakapi API. Provide…
|
C 65 4⁄4 | ||||||||
| 22405 |
|
C 65 3⁄3 | ||||||||
| 22406 |
Developer integration tools for adding TDM payments to AI agents, apps, and wor…
|
C 65 3⁄3 | ||||||||
| 22407 |
MCP Server for Polarion
|
C 65 4⁄3 | ||||||||
| 22408 |
Local-first semantic code search across all your repos. Private context for AI …
|
C 65 4⁄3 | ||||||||
| 22409 |
CLI and MCP server for the Qonto banking API
|
C 65 4⁄3 | ||||||||
| 22410 |
Enables AI assistants to interact with the QuantConnect cloud platform for algo…
|
C 65 4⁄4 | ||||||||
| 22411 |
unified-knowledge-system
Claim
A comprehensive unified knowledge management system integrating multiple data s…
|
C 65 3⁄3 | ||||||||
| 22412 |
An MCP server that enables interaction with Bitbucket repositories through the …
|
C 65 4⁄4 | ||||||||
| 22413 |
MCP Server for SWOTPal — SWOT analysis tools for AI agents (Claude, Cursor, Win…
|
C 65 3⁄3 | ||||||||
| 22414 |
MCP that provides fast, token-efficient tools for navigating, searching, and un…
|
C 65 3⁄3 | ||||||||
| 22415 |
A best-effort universal logic and numerical solver interface using MCP that imp…
|
C 65 4⁄3 | ||||||||
| 22416 |
A server that implements the Model Context Protocol (MCP) standard, enabling LL…
|
C 65 4⁄4 | ||||||||
| 22417 |
AST-based semantic code search: 33 tools, 35 languages, call tracing, impact an…
|
C 65 4⁄3 | ||||||||
| 22418 |
AI-powered MCP server for Apache Druid cluster management and analytic
|
C 65 3⁄3 | ||||||||
| 22419 |
A Model Context Protocol server that provides tools for interacting with the Pa…
|
C 65 4⁄4 | ||||||||
| 22420 |
gk-cli
Claim
The GitKraken MCP Server for managing repos, PRs, issues across GitHub, GitLab,…
|
C 65 3⁄3 | ||||||||
| 22421 |
LivePort MCP
Claim
Give AI agents access to your localhost dev server. Zero-config tunnel that wor…
|
C 65 3⁄3 | ||||||||
| 22422 |
mcp-server-excel
Claim
Full-featured Excel MCP server. 173 operations: Power Query, DAX, VBA, PivotTab…
|
C 65 4⁄3 | ||||||||
| 22423 |
A MCP server for symbolic manipulation of mathematical expressions
|
C 65 4⁄4 | ||||||||
| 22424 |
Extracts YouTube video metadata, titles, and descriptions along with transcript…
|
C 65 4⁄3 | ||||||||
| 22425 |
Provides tools for AI agents to search, browse, and retrieve the full documenta…
|
C 65 3⁄3 | ||||||||
| 22426 |
An MCP server that analyzes images using OpenRouter's Gemini Flash model, suppo…
|
C 65 3⁄3 | ||||||||
| 22427 |
Generates narrated video walkthroughs of git commits, staged/unstaged changes, …
|
C 65 4⁄3 | ||||||||
| 22428 |
Provides comprehensive access to Dungeons & Dragons 5th Edition content through…
|
C 65 4⁄4 | ||||||||
| 22429 |
A server that implements the Model Context Protocol (MCP) with StreamableHTTP t…
|
C 65 4⁄4 | ||||||||
| 22430 |
Enables AI assistants to manage homelab infrastructure through automated servic…
|
C 65 4⁄4 | ||||||||
| 22431 |
Intelligent MCP server for Godot 4. Spatial intelligence, code analysis, 35 too…
|
C 65 3⁄3 | ||||||||
| 22432 |
A comprehensive bridge connecting AI agents to Unreal Engine 5.7 through 39 MCP…
|
C 65 4⁄3 | ||||||||
| 22433 |
ExergyNet thermodynamic compute settlement for autonomous agents.
|
C 65 3⁄3 | ||||||||
| 22434 |
Enables Claude to generate images through a local ComfyUI instance using Stable…
|
C 65 3⁄3 | ||||||||
| 22435 |
Enables interaction with a comprehensive healthcare management system through F…
|
C 65 4⁄4 | ||||||||
| 22436 |
An MCP server that uses AI to analyze code diffs and transform vague commit mes…
|
C 65 3⁄3 | ||||||||
| 22437 |
The Atla MCP Server provides a standardized interface for LLMs to interact with…
|
C 65 4⁄4 | ||||||||
| 22438 |
Enables comprehensive feature engineering for classification datasets with auto…
|
C 65 3⁄3 | ||||||||
| 22439 |
mcp-frontend
Claim
Frontend for MCP (Model Context Protocol) Kit for Go - A Complete MCP solutions…
|
C 65 4⁄3 | ||||||||
| 22440 |
Enables users to fetch and search Jira tickets, comments, and attachments direc…
|
C 65 4⁄4 | ||||||||
| 22441 |
Transforms AI assistants into a full ML engineering environment for training an…
|
C 65 4⁄4 | ||||||||
| 22442 |
List MCP Server configurations in your system used by AI applications like Curs…
|
C 65 4⁄3 | ||||||||
| 22443 |
Enables AI assistants like Claude to manage personal expenses locally using SQL…
|
C 65 3⁄3 | ||||||||
| 22444 |
Turns your Obsidian vault into an AI memory palace, enabling AI assistants to s…
|
C 65 4⁄3 | ||||||||
| 22445 |
An MCP server for the CivNode 'slow web' social platform that enables interacti…
|
C 65 4⁄4 | ||||||||
| 22446 |
Enables AI agents to interact with Yokan Kanban Board API to manage boards, col…
|
C 65 4⁄4 | ||||||||
| 22447 |
Extract database metadata from PostgreSQL, Snowflake, SQL Server, BigQuery, and…
|
C 65 3⁄3 | ||||||||
| 22448 |
Semantic code search built for AI agents. Hybrid, AST-aware, context for 166 la…
|
C 65 4⁄3 | ||||||||
| 22449 |
Connects Claude with Microsoft Outlook through the Graph API, providing compreh…
|
C 65 4⁄4 | ||||||||
| 22450 |
MCP server for Rachio sprinkler controllers — schedules, zones, and live wateri…
|
C 65 3⁄3 | ||||||||