MCP Server Quality Scores
Independent quality analysis of 67226 public MCP servers
Last updated 1 hour, 29 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ◐ Assessed Scores | ||||||||||
| 22351 |
Enables comprehensive management of Google Apps Script projects, including proj…
|
C 65 4⁄4 | ||||||||
| 22352 |
Berry MCP Server
Claim
A universal framework for creating and deploying custom Model Context Protocol …
|
C 65 4⁄4 | ||||||||
| 22353 |
Enables comprehensive feature engineering for classification datasets with auto…
|
C 65 3⁄3 | ||||||||
| 22354 |
An MCP server for the CivNode 'slow web' social platform that enables interacti…
|
C 65 4⁄4 | ||||||||
| 22355 |
A Model Context Protocol server that provides tools for interacting with the Pa…
|
C 65 4⁄4 | ||||||||
| 22356 |
An MCP server that analyzes images using OpenRouter's Gemini Flash model, suppo…
|
C 65 3⁄3 | ||||||||
| 22357 |
|
C 65 3⁄3 | ||||||||
| 22358 |
MCP server for Unity: project info, build scenes, agent docs. No Unity Editor. …
|
C 65 4⁄3 | ||||||||
| 22359 |
unified-knowledge-system
Claim
A comprehensive unified knowledge management system integrating multiple data s…
|
C 65 3⁄3 | ||||||||
| 22360 |
|
C 65 3⁄3 | ||||||||
| 22361 |
Enables users to fetch and search Jira tickets, comments, and attachments direc…
|
C 65 4⁄4 | ||||||||
| 22362 |
Local workspace memory for Claude Desktop. Indexes your documents (Markdown, CS…
|
C 65 4⁄3 | ||||||||
| 22363 |
An MCP server that enables interaction with Bitbucket repositories through the …
|
C 65 4⁄4 | ||||||||
| 22364 |
MCP that provides fast, token-efficient tools for navigating, searching, and un…
|
C 65 3⁄3 | ||||||||
| 22365 |
mcp-server
Claim
58 AI data quality, data matching, and data enrichment APIs for better data ROI
|
C 65 4⁄4 | ||||||||
| 22366 |
Extracts YouTube video metadata, titles, and descriptions along with transcript…
|
C 65 4⁄3 | ||||||||
| 22367 |
An AI-powered native browser that provides 12 MCP tools for AI clients to brows…
|
C 65 5⁄5 | ||||||||
| 22368 |
Intelligent MCP server for Godot 4. Spatial intelligence, code analysis, 35 too…
|
C 65 3⁄3 | ||||||||
| 22369 |
AgentRunKit
Claim
Swift 6 agent SDK: type-safe tools, streaming, cloud + on-device inference via …
|
C 65 3⁄3 | ||||||||
| 22370 |
e-arveldaja-mcp
Claim
Estonian e-arveldaja (RIK e-Financials) accounting — invoices, bank import, rep…
|
C 65 4⁄4 | ||||||||
| 22371 |
A server that allows AI assistants to browse and read files from specified GitH…
|
C 65 4⁄4 | ||||||||
| 22372 |
Peruvian public data — SUNAT RUC, BCRP FX, SEACE tenders. Sourced from official…
|
C 65 3⁄3 | ||||||||
| 22373 |
Local-native Context Engine MCP server for codebase indexing, semantic retrieva…
|
C 65 4⁄3 | ||||||||
| 22374 |
Manage UniFi sites, devices, clients, networks, port forwarding, DNS, and firew…
|
C 65 4⁄3 | ||||||||
| 22375 |
mTarsier
Claim
mTarsier - The Open Source MCP & Skill Manager for Claude, Cursor, VS Code & an…
|
C 65 4⁄3 | ||||||||
| 22376 |
MCP server for Travelpayouts API -- flight search, popular routes, price calend…
|
C 65 3⁄3 | ||||||||
| 22377 |
CLI and MCP server for the Qonto banking API
|
C 65 4⁄3 | ||||||||
| 22378 |
Enables AI-powered email management for Microsoft Outlook through natural langu…
|
C 65 3⁄3 | ||||||||
| 22379 |
MCP File Explorer
Claim
A beginner MCP server that enables Claude to read local text, CSV, and Markdown…
|
C 65 3⁄3 | ||||||||
| 22380 |
AI-powered MCP server for Apache Druid cluster management and analytic
|
C 65 3⁄3 | ||||||||
| 22381 |
AI-powered code refactor engine with 80+ MCP tools for code analysis, hotspot d…
|
C 65 4⁄3 | ||||||||
| 22382 |
Connects LLMs to NewsData.io to search for latest news, cryptocurrency trends, …
|
C 65 4⁄4 | ||||||||
| 22383 |
Connects the ABANCA OpenBanking API (PSD2) with LLMs to provide secure access t…
|
C 65 3⁄3 | ||||||||
| 22384 |
Enables Claude to generate images through a local ComfyUI instance using Stable…
|
C 65 3⁄3 | ||||||||
| 22385 |
Android MCP
Claim
Provides powerful inspection and interaction tools for connected android device…
|
C 65 3⁄3 | ||||||||
| 22386 |
QuickBooks MCP Server by CData
|
C 65 3⁄3 | ||||||||
| 22387 |
MCP server for ZMQ messaging
|
C 65 3⁄3 | ||||||||
| 22388 |
OpenTester
Claim
OpenTester is a testing execution engine designed for AI coding tools (Claude C…
|
C 65 4⁄4 | ||||||||
| 22389 |
solscan-mcp
Claim
An MCP tool for querying Solana transactions using natural language with Solsca…
|
C 65 4⁄3 | ||||||||
| 22390 |
Search domains from plain-language ideas and get exact matches plus brandable v…
|
C 65 3⁄3 | ||||||||
| 22391 |
MCP server for Marketo — 32 tools for leads, programs, emails, forms, lists, an…
|
C 65 3⁄3 | ||||||||
| 22392 |
Deterministic decision engine with receipts. Define rules in YAML, query a grap…
|
C 65 4⁄3 | ||||||||
| 22393 |
Developer integration tools for adding TDM payments to AI agents, apps, and wor…
|
C 65 3⁄3 | ||||||||
| 22394 |
mcp-dock
Claim
MCP Server & Config Manager for 14 AI Clients — Cursor, VS Code, Claude Code, G…
|
C 65 3⁄3 | ||||||||
| 22395 |
Enables interaction with Microsoft SQL Server databases through T-SQL query exe…
|
C 65 3⁄3 | ||||||||
| 22396 |
Enables AI assistants to manage homelab infrastructure through automated servic…
|
C 65 4⁄4 | ||||||||
| 22397 |
ExergyNet thermodynamic compute settlement for autonomous agents.
|
C 65 3⁄3 | ||||||||
| 22398 |
Extract database metadata from PostgreSQL, Snowflake, SQL Server, BigQuery, and…
|
C 65 3⁄3 | ||||||||
| 22399 |
MCP server for Savvy Scratch — scratch-off lottery game analysis powered by pro…
|
C 65 3⁄3 | ||||||||
| 22400 |
Local-first semantic code search across all your repos. Private context for AI …
|
C 65 4⁄3 | ||||||||