MCP Server Quality Scores
Independent quality analysis of 44549 public MCP servers
Last updated 54 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ◉ Complete Scores | ||||||||||
| 2651 |
Enables Claude Code and Claude Desktop to interact with Obsidian vaults through…
|
B 77 5⁄4 | ||||||||
| 2652 |
Provides basic mathematical calculation functionality through MCP tools includi…
|
B 77 5⁄4 | ||||||||
| 2653 |
Leverages Vim's native text editing commands and workflows, which Claude alread…
|
B 77 5⁄5 | ||||||||
| 2654 |
An MCP (Model Context Protocol) server that provides tools for checking Maven d…
|
B 77 5⁄5 | ||||||||
| 2655 |
Enables interaction with the TexasSolver poker solver to run game theory optima…
|
B 77 5⁄4 | ||||||||
| 2656 |
Access comprehensive, real-time financial data (stocks, options, crypto, forex)…
|
B 77 5⁄5 | ||||||||
| 2657 |
MCP server for accessing Yazio user & nutrition data (unofficial)
|
B 77 5⁄4 | ||||||||
| 2658 |
Enables AI assistants to create, manage, and track predictions on Fatebook, a p…
|
B 77 5⁄5 | ||||||||
| 2659 |
DB MCP (HR CSV → SQLite)
Claim
This MCP server imports HR CSV data into an in-memory SQLite database to enable…
|
B 77 5⁄4 | ||||||||
| 2660 |
A MCP server along with MCP host that provides access to Mattermost teams, chan…
|
B 77 5⁄4 | ||||||||
| 2661 |
A Model Context Protocol (MCP) server for structured understanding of RFC docum…
|
B 77 5⁄5 | ||||||||
| 2662 |
MCP server that gives Claude Desktop and other desktop MCP clients filesystem p…
|
B 77 5⁄4 | ||||||||
| 2663 |
Provides access to 41 micropayment-based services for blockchain analytics, tra…
|
B 77 5⁄5 | ||||||||
| 2664 |
Fast domain availability checker. DNS + RDAP/WHOIS verification.
|
B 77 5⁄4 | ||||||||
| 2665 |
Enables AI assistants to interact with Seafile cloud storage for managing self-…
|
B 77 5⁄5 | ||||||||
| 2666 |
Enables interaction with Frappe Framework sites through comprehensive document …
|
B 77 5⁄5 | ||||||||
| 2667 |
Hive Mind MCP Server
Claim
Automatically generates and maintains living documentation for codebases by cre…
|
B 77 5⁄4 | ||||||||
| 2668 |
An MCP server paired with a browser extension that enables LLM clients to contr…
|
B 77 5⁄4 | ||||||||
| 2669 |
Enables semantic search and retrieval of information from personal and team kno…
|
B 77 5⁄5 | ||||||||
| 2670 |
Enables AI-powered generation, customization, and documentation of its-just-ui …
|
B 77 5⁄5 | ||||||||
| 2671 |
Provides Claude Desktop with direct access to your local file system for develo…
|
B 77 5⁄5 | ||||||||
| 2672 |
A Model Context Protocol (MCP) server for interacting with YNAB (You Need A Bud…
|
B 77 5⁄5 | ||||||||
| 2673 |
Enables AI assistants to securely connect to and manage remote servers via SSH,…
|
B 77 5⁄5 | ||||||||
| 2674 |
A comprehensive League of Legends data ecosystem that provides access to champi…
|
B 77 5⁄4 | ||||||||
| 2675 |
A bridge that exposes any GraphQL API as tools consumable by Large Language Mod…
|
B 77 5⁄5 | ||||||||
| 2676 |
A Model Control Protocol plugin for controlling GS cleaning robots, supporting …
|
B 77 5⁄5 | ||||||||
| 2677 |
Integrates with the AbuseIPDB API to check IP addresses for abuse reports and r…
|
B 77 5⁄5 | ||||||||
| 2678 |
Enables real-time monitoring of system resources including CPU, GPU (NVIDIA, Ap…
|
B 77 5⁄4 | ||||||||
| 2679 |
Provides comprehensive Gmail integration with 25+ tools for intelligent email m…
|
B 77 5⁄5 | ||||||||
| 2680 |
Connects AI assistants to todo.txt files, enabling task management through natu…
|
B 77 5⁄4 | ||||||||
| 2681 |
Provides comprehensive web, news, and Twitter search capabilities using the xAI…
|
B 77 5⁄5 | ||||||||
| 2682 |
Enable seamless file operations, repository management, and advanced search fun…
|
B 77 5⁄4 | ||||||||
| 2683 |
The MCP Web Research Server enables real-time web research with Claude by integ…
|
B 77 5⁄5 | ||||||||
| 2684 |
Docker operations — manage containers, images, volumes, networks, and compose s…
|
B 77 5⁄5 | ||||||||
| 2685 |
CI-1T prediction stability engine. Detect ghosts, evaluate drift, monitor fleet…
|
B 77 5⁄5 | ||||||||
| 2686 |
Provides a shared context layer for AI agent teams to improve token efficiency …
|
B 77 5⁄4 | ||||||||
| 2687 |
A Model Context Protocol server that enables interaction with Infisical APIs fo…
|
B 77 5⁄5 | ||||||||
| 2688 |
Auto-detects test framework (pytest, jest, vitest) and returns structured resul…
|
B 77 5⁄4 | ||||||||
| 2689 |
MCP server for the Handbook API – manage handbook entries via CRUD, overview an…
|
B 77 5⁄5 | ||||||||
| 2690 |
Scan and reclaim dormant SOL from your Solana wallet. Powered by UnclaimedSOL.
|
B 77 5⁄4 | ||||||||
| 2691 |
A Model Context Protocol (MCP) server that provides tools for interacting with …
|
B 77 5⁄4 | ||||||||
| 2692 |
Enables interaction with Typebot's REST API to create, manage, publish, and cha…
|
B 77 5⁄5 | ||||||||
| 2693 |
A security-hardened MCP server that enables AI models to safely interact with O…
|
B 77 5⁄4 | ||||||||
| 2694 |
The most complete MCP server for n8n — 43 tools for workflows, data tables, and…
|
B 77 5⁄5 | ||||||||
| 2695 |
Cross-session memory for Claude Code — context capture, semantic search, recall
|
B 77 4⁄4 | ||||||||
| 2696 |
Provides structured web search capabilities optimized for technical and softwar…
|
B 77 5⁄5 | ||||||||
| 2697 |
Fast Windows file search using Everything SDK
|
B 77 5⁄4 | ||||||||
| 2698 |
Run NRQL, NerdGraph, and REST v2 operations to query data, manage incidents, cr…
|
B 77 5⁄5 | ||||||||
| 2699 |
A foundational MCP server scaffold that provides pre-configured tools, resource…
|
B 77 5⁄5 | ||||||||
| 2700 |
Integrates Google Gemini AI into Warp terminal workflows through three focused …
|
B 77 5⁄4 | ||||||||