MCP Server Quality Scores
Independent quality analysis of 30006 public MCP servers
Last updated 2 weeks, 2 days ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ◉ Complete Scores | ||||||||||
| 3501 |
Node Terminal MCP
Claim
Enables AI agents to interact with terminal environments through multiple concu…
|
B 76 5⁄5 | ||||||||
| 3502 |
A FastAPI library that provides Model Context Protocol tools for endpoint intro…
|
B 76 5⁄5 | ||||||||
| 3503 |
A Model Context Protocol server that integrates with Nautobot to provide networ…
|
B 76 5⁄4 | ||||||||
| 3504 |
This TypeScript-based MCP server allows users to manage and interact with a not…
|
B 76 5⁄4 | ||||||||
| 3505 |
Glitchtip MCP Server
Claim
Enables interaction with Glitchtip error tracking platform through natural lang…
|
B 76 5⁄5 | ||||||||
| 3506 |
This project implements a Model Context Protocol (MCP) server for connecting AI…
|
B 76 5⁄4 | ||||||||
| 3507 |
Enables AI assistants to interact with SQLite databases by executing read and w…
|
B 76 5⁄4 | ||||||||
| 3508 |
Provides read-only access to Canvas LMS for students to retrieve courses, assig…
|
B 76 5⁄5 | ||||||||
| 3509 |
Enables AI assistants to search and retrieve information from your knowledge ba…
|
B 76 5⁄5 | ||||||||
| 3510 |
Provide AI models with natural language access to the Art Institute of Chicago'…
|
B 76 5⁄5 | ||||||||
| 3511 |
MCP server to interact with LogSeq via its Local HTTP API - enabling AI assista…
|
B 76 5⁄4 | ||||||||
| 3512 |
Enables searching for train tickets on China's 12306 railway system, including …
|
B 76 5⁄5 | ||||||||
| 3513 |
Converts documents, webpages, and media files into markdown for AI assistants u…
|
B 76 5⁄5 | ||||||||
| 3514 |
Enables multi-turn conversations with Google Gemini AI models, supporting file …
|
B 76 5⁄5 | ||||||||
| 3515 |
|
B 76 5⁄4 | ||||||||
| 3516 |
A lightweight MCP server for interacting with IMAP email accounts to read messa…
|
B 76 5⁄5 | ||||||||
| 3517 |
A MCP server for accessing Zoom recordings and transcripts without requiring di…
|
B 76 5⁄5 | ||||||||
| 3518 |
Connects AI agents to Real World Asset (RWA) data, enabling queries about token…
|
B 76 5⁄5 | ||||||||
| 3519 |
Exposes Gemini CLI's built-in tools and external MCP proxies through a unified …
|
B 76 5⁄5 | ||||||||
| 3520 |
Gigaspec
Claim
An AI-native specification framework that enables deep requirements analysis an…
|
B 76 5⁄5 | ||||||||
| 3521 |
Enables access to Indonesian Stock Exchange (IDX) data with comprehensive histo…
|
B 76 5⁄5 | ||||||||
| 3522 |
An MCP server that generates 2D and 3D game assets from text prompts using AI m…
|
B 76 5⁄5 | ||||||||
| 3523 |
Hybrid vector + reasoning retrieval, agent memory, multi-agent orchestration, M…
|
B 76 5⁄4 | ||||||||
| 3524 |
Zoho CRM MCP Server
Claim
Enables read-only interaction with Zoho CRM data through natural language queri…
|
B 76 5⁄5 | ||||||||
| 3525 |
Browse, search and fuzzy-match NACE Rev. 2.1 economic activity classification c…
|
B 76 5⁄4 | ||||||||
| 3526 |
Enables AI assistants to interact with Saffron recipe management functionality,…
|
B 76 5⁄5 | ||||||||
| 3527 |
readdown-mcp
Claim
Convert web pages to clean, LLM-optimized Markdown. No browser needed.
|
B 76 5⁄4 | ||||||||
| 3528 |
Enables users to check weather conditions using Open-Meteo's free API with GitH…
|
B 76 5⁄4 | ||||||||
| 3529 |
A template repository for building Model Context Protocol (MCP) servers with Ty…
|
B 76 5⁄4 | ||||||||
| 3530 |
A FastMCP server for the Animagine XL 4.0 image generation experience that prov…
|
B 76 5⁄4 | ||||||||
| 3531 |
A goal-agnostic parallel orchestration framework that enables sophisticated mul…
|
B 76 5⁄5 | ||||||||
| 3532 |
AGS API MCP Server
Claim
Enables AI assistants to interact with AccelByte Gaming Services APIs through s…
|
B 76 5⁄5 | ||||||||
| 3533 |
Enables generating, editing, and manipulating images using Google Gemini Flash …
|
B 76 5⁄5 | ||||||||
| 3534 |
Jira MCP Server
Claim
Enables natural language interaction with Jira for managing projects, issues, t…
|
B 76 5⁄5 | ||||||||
| 3535 |
Autonomous agent matchmaking and relationship actions for Machine Hearts.
|
B 76 5⁄4 | ||||||||
| 3536 |
JSON, YAML, TOML, INI config tools for AI agents
|
B 76 4⁄4 | ||||||||
| 3537 |
An MCP server that enables AI agents to interact with the iExec protocol for co…
|
B 76 5⁄4 | ||||||||
| 3538 |
Local knowledge base for documents, code, PDFs, and 150+ formats. Chat privatel…
|
B 76 5⁄4 | ||||||||
| 3539 |
Query Sonatype Nexus Repository (OSS/Pro) for Maven, Python, and Docker artifac…
|
B 76 5⁄4 | ||||||||
| 3540 |
podman-mcp-server
Claim
A Model Context Protocol (MCP) server for container runtimes (Podman and Docker)
|
B 76 5⁄4 | ||||||||
| 3541 |
Enables users to search, download, and read academic papers from multiple platf…
|
B 76 5⁄5 | ||||||||
| 3542 |
A demonstration MCP server showcasing tools (calculator, file operations, weath…
|
B 76 5⁄5 | ||||||||
| 3543 |
Azure AI MCP Server
Claim
Enables comprehensive integration with Azure AI services including OpenAI, Cogn…
|
B 76 5⁄5 | ||||||||
| 3544 |
Connects AI assistants to the TrustMRR API to browse, filter, and analyze start…
|
B 76 5⁄5 | ||||||||
| 3545 |
porkbun-mcp-server
Claim
MCP server implementation for managing domains, DNS, and SSL via the Porkbun AP…
|
B 76 5⁄4 | ||||||||
| 3546 |
Read-only VMware vCenter/ESXi monitoring with 8 MCP tools. Code-level safety.
|
B 76 5⁄4 | ||||||||
| 3547 |
MCP server for advanced web search using Tavily
|
B 76 5⁄5 | ||||||||
| 3548 |
A local-only server that enables AI agents to create, read, search, and organiz…
|
B 76 5⁄4 | ||||||||
| 3549 |
Enables management of visible, interactive terminal sessions across platforms (…
|
B 76 5⁄5 | ||||||||
| 3550 |
Securely query Dune Analytics with LLMs. Features budget protection, query reus…
|
B 76 5⁄5 | ||||||||