MCP Server Quality Scores
Independent quality analysis of 66518 public MCP servers
Last updated 3 hours, 25 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ◐ Assessed Scores | ||||||||||
| 23451 |
An aggregator for real-time hot topics and news from major social and financial…
|
C 59 4⁄3 | ||||||||
| 23452 |
commonersdao-mcp
Claim
AI agent access to Commoner's DAO — auction, governance, treasury, and discussi…
|
C 59 4⁄3 | ||||||||
| 23453 |
Multi-Agent Conversation Protocol server for accessing NASA's Astronomy Picture…
|
C 59 4⁄3 | ||||||||
| 23454 |
MCP server for document ingestion and semantic search on Qdrant. Enables ingest…
|
C 59 3⁄3 | ||||||||
| 23455 |
northdata-mcp
Claim
NorthData API for German company, owner, and financial data — with a built-in c…
|
C 59 3⁄3 | ||||||||
| 23456 |
Enables fetching stock quotes, historical prices as CSV, and plain-text Unicode…
|
C 59 3⁄3 | ||||||||
| 23457 |
tavily-mcp-python
Claim
Tavily MCP Server implementation that uses fastmcp and supports both sse and st…
|
C 59 4⁄4 | ||||||||
| 23458 |
context-foundry
Claim
Recursive Claude spawning for autonomous project builds with self-healing test …
|
C 59 4⁄3 | ||||||||
| 23459 |
ai-forge-mcp
Claim
565 AI-callable tools across 16 MCP servers. Full-pipeline AAA game asset produ…
|
C 59 3⁄3 | ||||||||
| 23460 |
MCP (Model Context Protocol) Configuration Editor
|
C 59 4⁄3 | ||||||||
| 23461 |
|
C 59 3⁄3 | ||||||||
| 23462 |
An MCP server that enables interaction with Microsoft SQL Server instances usin…
|
C 59 3⁄3 | ||||||||
| 23463 |
Enables AI assistants to interact with Atlassian products (Confluence and Jira)…
|
C 59 4⁄4 | ||||||||
| 23464 |
Analyzes mood from messages, provides curated Spotify playlists and motivationa…
|
C 59 4⁄4 | ||||||||
| 23465 |
Enables solving Constraint Satisfaction Problems (CSP) like N-Queens, graph col…
|
C 59 4⁄4 | ||||||||
| 23466 |
|
C 59 3⁄3 | ||||||||
| 23467 |
MCP server for GitLab and GitHub
|
C 59 4⁄3 | ||||||||
| 23468 |
MCP server for Salesforge, Primeforge, Leadsforge, Infraforge, Warmforge, and M…
|
C 59 3⁄3 | ||||||||
| 23469 |
MCP server for analyzing Clay tables — schema, rows, errors, and enrichment deb…
|
C 59 3⁄3 | ||||||||
| 23470 |
|
C 59 3⁄3 | ||||||||
| 23471 |
A comprehensive Python MCP server with built-in knowledge base (SQLite + FTS5),…
|
C 59 4⁄4 | ||||||||
| 23472 |
Provides AI assistants with access to comprehensive financial data including re…
|
C 59 4⁄4 | ||||||||
| 23473 |
A Model Context Protocol (MCP) server that converts various file formats to Mar…
|
C 59 4⁄3 | ||||||||
| 23474 |
pms-docker
Claim
|
C 59 3⁄3 | ||||||||
| 23475 |
MCP server for consuming and managing Groups.io data via the Groups.io REST API
|
C 59 3⁄3 | ||||||||
| 23476 |
A Model Context Protocol server that enables AI assistants like Claude to inter…
|
C 59 4⁄4 | ||||||||
| 23477 |
Unreal Engine MCP Bridge
Claim
A server that enables control of Unreal Engine 5.5+ using natural language comm…
|
C 59 4⁄3 | ||||||||
| 23478 |
Enables AI assistants to access solved.ac user profiles and search Baekjoon Onl…
|
C 59 4⁄4 | ||||||||
| 23479 |
CodeCortX-MCP
Claim
A lightning-fast, language-agnostic code analysis MCP (Model Context Protocol) …
|
C 59 4⁄3 | ||||||||
| 23480 |
chat-mcp
Claim
A Desktop Chat App that leverages MCP(Model Context Protocol) to interface with…
|
C 59 4⁄3 | ||||||||
| 23481 |
Enables AI clients to manage todo tasks through Tools for adding, listing, comp…
|
C 59 3⁄3 | ||||||||
| 23482 |
Dify MCP
Claim
Enables validation of Dify Workflow DSL YAML files through MCP protocol. Allows…
|
C 59 4⁄3 | ||||||||
| 23483 |
A modular, extensible MCP Server for managing Storyblok spaces, stories, compon…
|
C 59 4⁄4 | ||||||||
| 23484 |
bay-event-map-backend
Claim
|
C 59 3⁄3 | ||||||||
| 23485 |
A command-line tool for managing MCP servers in Claude App, which can also act …
|
C 59 4⁄3 | ||||||||
| 23486 |
Notion MCP Server
Claim
An integration server that enables LLMs to interact with Notion workspaces thro…
|
C 59 4⁄4 | ||||||||
| 23487 |
MCP Server for Google Services, with the ability to define your own scopes and …
|
C 59 4⁄4 | ||||||||
| 23488 |
processgenie
Claim
|
C 59 3⁄3 | ||||||||
| 23489 |
generator
Claim
CTX: a tool that solves the context management gap when working with LLMs like …
|
C 59 4⁄3 | ||||||||
| 23490 |
MCP-Defender
Claim
Desktop app that automatically scans and blocks malicious MCP traffic in AI app…
|
C 59 4⁄3 | ||||||||
| 23491 |
Enables secure, audited file operations with LLMs by enforcing implementation p…
|
C 59 4⁄3 | ||||||||
| 23492 |
MCPDebugger
Claim
A MCP Debugger Server for Windows executables (x86 and x64). Exposes debugger f…
|
C 59 3⁄3 | ||||||||
| 23493 |
Enables AI agents to interact with Juspay's payment processing APIs and merchan…
|
C 59 4⁄4 | ||||||||
| 23494 |
A Python MCP server that provides a lightweight CRM by integrating Google Sheet…
|
C 59 4⁄4 | ||||||||
| 23495 |
A Model Context Protocol server that enables AI assistants like Claude to initi…
|
C 59 4⁄4 | ||||||||
| 23496 |
Provides cross-platform terminal access through MCP, enabling AI assistants to …
|
C 59 4⁄4 | ||||||||
| 23497 |
web3-mcp-hub
Claim
The definitive open-source registry of Model Context Protocol (MCP) servers for…
|
C 59 4⁄3 | ||||||||
| 23498 |
Integrates the AXLE (Axiom Lean Engine) CLI with AI assistants to provide compr…
|
C 59 4⁄3 | ||||||||
| 23499 |
Enables searching and comparing product prices across Turkish supermarket chain…
|
C 59 4⁄4 | ||||||||
| 23500 |
Enables AI assistants to control Spotify playback, search for music, manage pla…
|
C 59 4⁄4 | ||||||||