MCP Server Quality Scores
Independent quality analysis of 66415 public MCP servers
Last updated 43 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ◉ Complete Scores | ||||||||||
| 4501 |
Transforms SAP S/4HANA or ECC systems into conversational AI interfaces by expo…
|
B 74 5⁄5 | ||||||||
| 4502 |
Enables exploration and organization of research ideas using a hierarchical til…
|
B 74 5⁄5 | ||||||||
| 4503 |
Model Context Protocol server for accessing Reactome pathway and systems biolog…
|
B 74 5⁄5 | ||||||||
| 4504 |
A Model Context Protocol server for secure, sandboxed file operations and proje…
|
B 74 5⁄5 | ||||||||
| 4505 |
Docker MCP Server
Claim
Enables natural language management of Docker containers, images, networks, and…
|
B 74 5⁄5 | ||||||||
| 4506 |
MCP server for timezone conversions and time queries with support for IANA time…
|
B 74 5⁄5 | ||||||||
| 4507 |
MonetizeAgent
Claim
AI agent monetization directory with 75+ entries. Search, filter, and discover …
|
B 74 5⁄5 | ||||||||
| 4508 |
An MCP Server to help LLMs suggest the latest stable package versions when writ…
|
B 74 5⁄4 | ||||||||
| 4509 |
Connect and interact with MySQL databases seamlessly. Execute SQL queries, mana…
|
B 74 5⁄5 | ||||||||
| 4510 |
Connects AI coding agents to the SkillsMP marketplace, allowing users to search…
|
B 74 5⁄5 | ||||||||
| 4511 |
Zoho CRM Integration
Claim
Connects Claude to Zoho CRM with read-only access, enabling natural language qu…
|
B 74 5⁄5 | ||||||||
| 4512 |
FM8 MCP Server
Claim
Enables AI assistants to control Native Instruments FM8 synthesizer parameters …
|
B 74 5⁄4 | ||||||||
| 4513 |
An MCP server that integrates with Recraft AI to enable generation and manipula…
|
B 74 5⁄5 | ||||||||
| 4514 |
Enables management of Railway.app infrastructure through natural language, allo…
|
B 74 5⁄5 | ||||||||
| 4515 |
A TypeScript template for building Model Context Protocol (MCP) servers that en…
|
B 74 5⁄4 | ||||||||
| 4516 |
Enables consulting with local Ollama models for reasoning from alternative view…
|
B 74 5⁄5 | ||||||||
| 4517 |
Enables enterprise-level integration with Jira's REST API for AI assistants to …
|
B 74 5⁄5 | ||||||||
| 4518 |
Enables comprehensive DNS operations including lookups for various record types…
|
B 74 5⁄5 | ||||||||
| 4519 |
Enables interaction with Interactive Brokers via the TWS API or IB Gateway to m…
|
B 74 5⁄4 | ||||||||
| 4520 |
A TypeScript-based template for building Model Context Protocol servers, featur…
|
B 74 5⁄4 | ||||||||
| 4521 |
Enables AI models to interact with Freshservice IT service management platform,…
|
B 74 5⁄5 | ||||||||
| 4522 |
Extract, create, convert & validate invoices (UBL, CII, XRechnung, ZUGFeRD, PDF…
|
B 74 5⁄4 | ||||||||
| 4523 |
A Model Context Protocol server that converts Markdown content to HTML format.
|
B 74 5⁄5 | ||||||||
| 4524 |
Allows AI models to observe and interact with the Minecraft world through a bot.
|
B 74 5⁄4 | ||||||||
| 4525 |
MCPulse
Claim
JMeter Sampler plugin to load-test MCP stdio servers (Model Context Protocol).
|
B 74 5⁄4 | ||||||||
| 4526 |
Provides 30+ unified reasoning operations including systematic thinking, mental…
|
B 74 5⁄5 | ||||||||
| 4527 |
mssql-mcp
Claim
mssql mcp server
|
B 74 5⁄4 | ||||||||
| 4528 |
Enables access to Fireflies.ai meeting transcripts with capabilities to retriev…
|
B 74 5⁄5 | ||||||||
| 4529 |
An MCP server to Manage Google Tasks
|
B 74 5⁄5 | ||||||||
| 4530 |
Enables users to create UI flowcharts by generating visualizations of user inte…
|
B 74 5⁄4 | ||||||||
| 4531 |
Adds powerful Hacker News integration to LLM clients, allowing users to access …
|
B 74 5⁄5 | ||||||||
| 4532 |
Bankruptcy Observer
Claim
US business bankruptcy MCP: filings, dockets, documents, case summaries. Free t…
|
B 74 6⁄6 | ||||||||
| 4533 |
A scalable execution platform that enables users to interact with HR, ERP, and …
|
B 74 5⁄5 | ||||||||
| 4534 |
Provides document reranking capabilities via the ZeroEntropy Zerank API, allowi…
|
B 74 5⁄5 | ||||||||
| 4535 |
Enables AI agents to search through Memex conversation history and local projec…
|
B 74 5⁄4 | ||||||||
| 4536 |
Document beautifier for AI agents. Converts Markdown to styled webpages (with s…
|
B 74 5⁄4 | ||||||||
| 4537 |
Enables interaction with the Bithumb cryptocurrency exchange API to fetch marke…
|
B 74 5⁄5 | ||||||||
| 4538 |
Enables AI agents to securely make online purchases using Privacy.com virtual c…
|
B 74 5⁄5 | ||||||||
| 4539 |
Enables browsing, searching, and downloading Pixiv content including illustrati…
|
B 74 5⁄5 | ||||||||
| 4540 |
MCP SmallEdit
Claim
Provides tools for making small, targeted edits to files using stream editors l…
|
B 74 5⁄4 | ||||||||
| 4541 |
rust-research-mcp
Claim
An MCP server for academic research that enables paper search across 14 sources…
|
B 74 5⁄4 | ||||||||
| 4542 |
An MCP server for fetching and transforming web content into various formats.
|
B 74 5⁄4 | ||||||||
| 4543 |
Provides AI assistants with comprehensive documentation, tutorials, and SDK cod…
|
B 74 5⁄5 | ||||||||
| 4544 |
Xcode integration for project management, file operations, and build automation
|
B 74 5⁄4 | ||||||||
| 4545 |
Enables AI agents to autonomously browse inventory, negotiate terms, manage car…
|
B 74 5⁄5 | ||||||||
| 4546 |
Provides Trivy security scanning capabilities through a standardized interface,…
|
B 74 5⁄4 | ||||||||
| 4547 |
Provides access to U.S. labor market data including employment statistics, Cons…
|
B 74 5⁄5 | ||||||||
| 4548 |
Unified threat intel - OTX, AbuseIPDB, GreyNoise, abuse.ch, Feodo Tracker
|
B 74 5⁄5 | ||||||||
| 4549 |
soulshack
Claim
soulshack, an irc chatbot. openai/ollama/gemini/anthropic apis. basic shell too…
|
B 74 5⁄4 | ||||||||
| 4550 |
Enables AI assistants to control and automate your Chrome browser directly, lev…
|
B 74 5⁄4 | ||||||||