MCP Server Quality Scores
Independent quality analysis of 69027 public MCP servers
Last updated 1 hour, 9 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ◉ Complete Scores | ||||||||||
| 5201 |
Enables AI agents to achieve production-ready solutions through iterative refin…
|
B 73 5⁄5 | ||||||||
| 5202 |
Connects Jira with Claude, enabling users to search issues, view issue details,…
|
B 73 5⁄5 | ||||||||
| 5203 |
PubChem MCP Server
Claim
Enables comprehensive access to PubChem's chemical database with over 110 milli…
|
B 73 5⁄5 | ||||||||
| 5204 |
Enables AI tools to manage financial operations through the Cresium Partner API…
|
B 73 5⁄5 | ||||||||
| 5205 |
Search human-curated content recommendations from Copus - The Internet Treasure…
|
B 73 5⁄5 | ||||||||
| 5206 |
A Model Context Protocol server that enables Claude to interact directly with U…
|
B 73 5⁄5 | ||||||||
| 5207 |
Deterministic execution engine for AI agents with 412 modules across 78 categor…
|
B 73 5⁄4 | ||||||||
| 5208 |
Google Ads MCP Server
Claim
This MCP server searches Google's public ads database and uses AI to analyze ad…
|
B 73 5⁄5 | ||||||||
| 5209 |
This is a Python-based MCP server that provides OpenAI `web_search` built-in to…
|
B 73 5⁄5 | ||||||||
| 5210 |
Generates beautiful mind map images from Markdown text with multiple layout opt…
|
B 73 5⁄5 | ||||||||
| 5211 |
MCP server that exposes structured World of Warcraft API data (functions, depre…
|
B 73 5⁄4 | ||||||||
| 5212 |
workflowy
Claim
Powerful CLI and MCP server for WorkFlowy: reports, search/replace, backup supp…
|
B 73 5⁄4 | ||||||||
| 5213 |
SevenRooms MCP Server
Claim
Enables restaurant reservation management through SevenRooms API, allowing user…
|
B 73 5⁄5 | ||||||||
| 5214 |
Enables LLMs to retrieve current time information for specific IANA timezones o…
|
B 73 5⁄5 | ||||||||
| 5215 |
mcp-use
Claim
|
B 73 5⁄5 | ||||||||
| 5216 |
Azure DevOps integration for repository management, work items, and pipelines.
|
B 73 5⁄5 | ||||||||
| 5217 |
mcp-angular-cli
|
B 73 5⁄4 | ||||||||
| 5218 |
HubSpot MCP Server
Claim
Enables comprehensive HubSpot CRM integration through the Model Context Protoco…
|
B 73 5⁄5 | ||||||||
| 5219 |
A simple MCP server that facilitates website fetching through a configurable se…
|
B 73 5⁄5 | ||||||||
| 5220 |
Enables Claude to execute commands and manage directory-aware panes within tmux…
|
B 73 5⁄4 | ||||||||
| 5221 |
Enables AI-powered exploration and interaction with GitLab instances through co…
|
B 73 5⁄5 | ||||||||
| 5222 |
Enables Claude to perform semantic search across your Obsidian vault using Smar…
|
B 73 5⁄4 | ||||||||
| 5223 |
MCP server to provide Sketch layout information to AI coding agents like Cursor
|
B 73 5⁄5 | ||||||||
| 5224 |
SkyFi MCP Server
Claim
Enables AI agents to interact with SkyFi's geospatial data services for orderin…
|
B 73 5⁄5 | ||||||||
| 5225 |
A meta-MCP server that uses Llama AI as an orchestrator to intelligently route …
|
B 73 5⁄5 | ||||||||
| 5226 |
Axon.MCP.Server
Claim
An MCP server that transforms codebases into intelligent, queryable knowledge b…
|
B 73 5⁄4 | ||||||||
| 5227 |
An MCP server that validates Mermaid diagram syntax and identifies diagram type…
|
B 73 5⁄4 | ||||||||
| 5228 |
Unsplash API MCP Server
Claim
An API that exposes Unsplash image search, listing, and random photo capabiliti…
|
B 73 5⁄5 | ||||||||
| 5229 |
Enables AI agents to control Digital Loggers (DLI) Web Power Switches for hardw…
|
B 73 5⁄5 | ||||||||
| 5230 |
Nina Advanced API MCP
Claim
A protocol server enabling AI agents to control astrophotography equipment thro…
|
B 73 5⁄4 | ||||||||
| 5231 |
Enables interaction with Minted.com to retrieve address book contacts, order hi…
|
B 73 5⁄4 | ||||||||
| 5232 |
homeassistant-mcp
Claim
Access Home Assistant data and control devices (lights, switches, thermostats, …
|
B 73 5⁄4 | ||||||||
| 5233 |
Enables AI assistants to perform high-precision Price and Yield calculations fo…
|
B 73 5⁄5 | ||||||||
| 5234 |
A local RAG-powered documentation search system that uses vector embeddings and…
|
B 73 5⁄4 | ||||||||
| 5235 |
Enables comprehensive browser automation and web interaction through Playwright…
|
B 73 5⁄4 | ||||||||
| 5236 |
Enables Claude to control Nordic Thingy:52 IoT devices via Bluetooth LE, allowi…
|
B 73 5⁄4 | ||||||||
| 5237 |
MCP Todo List Manager
Claim
Enables natural language todo list management through Claude Desktop with YAML-…
|
B 73 5⁄4 | ||||||||
| 5238 |
Enables AI agents to break down complex tasks into manageable pieces using a st…
|
B 73 5⁄5 | ||||||||
| 5239 |
A TypeScript implementation of a Model Context Protocol server that enables lan…
|
B 73 5⁄5 | ||||||||
| 5240 |
Self-evolving memory system for AI agents
|
B 73 5⁄4 | ||||||||
| 5241 |
Enables interaction with a MySQL database via JSON commands, supporting read-on…
|
B 73 5⁄5 | ||||||||
| 5242 |
A standalone server enabling Snyk security scanning through the Model Context P…
|
B 73 5⁄5 | ||||||||
| 5243 |
A secure MCP server for Windows Subsystem for Linux environments, facilitating …
|
B 73 5⁄4 | ||||||||
| 5244 |
A Model Context Protocol server that enables interaction with Snapshot.org, pro…
|
B 73 5⁄5 | ||||||||
| 5245 |
AI-optimized MCP server for iMessage on macOS. Read, search, and send messages.
|
B 73 5⁄4 | ||||||||
| 5246 |
Provides access to residential building codes (NEC, IRC, IPC), material specifi…
|
B 73 5⁄5 | ||||||||
| 5247 |
A Model Context Protocol server that provides real-time CNN Fear & Greed Index …
|
B 73 5⁄4 | ||||||||
| 5248 |
GenAIScript is a JavaScript runtime dedicated to build relaible, automatable LL…
|
B 73 5⁄5 | ||||||||
| 5249 |
A bridge server that provides access to an Odoo shell environment, allowing exe…
|
B 73 5⁄5 | ||||||||
| 5250 |
An advanced contextual memory server for agent orchestration providing chronolo…
|
B 73 5⁄5 | ||||||||