MCP Server Quality Scores
Independent quality analysis of 59785 public MCP servers
Last updated 55 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ◐ Assessed Scores | ||||||||||
| 21101 |
Provides persistent, decay-aware memory for AI applications by integrating the …
|
B 71 3⁄3 | ||||||||
| 21102 |
Generates standup reports from git history by analyzing recent commits across c…
|
B 71 3⁄3 | ||||||||
| 21103 |
Local MCP server for desktop automation: mouse, keyboard, screen, windows, and …
|
B 71 3⁄3 | ||||||||
| 21104 |
Zero-config session continuity for Claude Code. Auto-captures context via Claud…
|
B 71 4⁄3 | ||||||||
| 21105 |
ggmcp4vscode
Claim
|
B 71 4⁄3 | ||||||||
| 21106 |
Production-ready RAG + MCP demo: eval-in-CI merge gate, Langfuse traces, struct…
|
B 71 3⁄3 | ||||||||
| 21107 |
Provides real-time and historical Indian stock market data from NSE and BSE exc…
|
B 71 4⁄4 | ||||||||
| 21108 |
Enables AI assistants to manage UniFi network infrastructure through 50+ tools …
|
B 71 4⁄4 | ||||||||
| 21109 |
openaccountants
Claim
Open-source AI accounting skills, checked by licensed accountants jurisdiction …
|
B 71 3⁄3 | ||||||||
| 21110 |
adbfriend
Claim
Android ADB CLI tool including integrated MCP Server with common adb actions us…
|
B 71 3⁄3 | ||||||||
| 21111 |
Roslyn CodeLens
Claim
Roslyn-based MCP server providing semantic code intelligence for .NET codebases.
|
B 71 3⁄3 | ||||||||
| 21112 |
Bench
Claim
USB hardware discovery, device identification, serial communication, and diagno…
|
B 71 3⁄3 | ||||||||
| 21113 |
d2mcp
Claim
A Model Context Protocol (MCP) server that provides D2 diagram generation and m…
|
B 71 4⁄3 | ||||||||
| 21114 |
LocalSynapse
Claim
Offline AI-powered local file search MCP server for Windows.
Searches inside do…
|
B 71 3⁄3 | ||||||||
| 21115 |
docx-mcp
Claim
Read and edit Word (.docx) documents with track changes, comments, footnotes, a…
|
B 71 3⁄3 | ||||||||
| 21116 |
che-word-mcp
Claim
Swift-native MCP server for Word (.docx) manipulation with 105 tools
|
B 71 3⁄3 | ||||||||
| 21117 |
Enables control of Kodi media center through MCP protocol, supporting playback …
|
B 71 4⁄4 | ||||||||
| 21118 |
domain-check
Claim
Fast domain availability checker with RDAP/WHOIS — batch checks, TLD presets, a…
|
B 71 4⁄3 | ||||||||
| 21119 |
Enables AI assistants to interact with Linear's project management system throu…
|
B 71 4⁄4 | ||||||||
| 21120 |
Kirby MCP
Claim
CLI-first MCP server for Composer-based Kirby CMS projects that enables IDE or …
|
B 71 3⁄3 | ||||||||
| 21121 |
Enables AI assistants to manage and monitor UniFi Network Controllers through n…
|
B 71 4⁄4 | ||||||||
| 21122 |
An MCP server that enables AI agents to discover, manage, and interact with Loc…
|
B 71 3⁄3 | ||||||||
| 21123 |
Institutional memory for AI agents with real BFT consensus. 4 application valid…
|
B 71 4⁄3 | ||||||||
| 21124 |
Domain security reconnaissance for AI agents. 13 tools — DNS + DNSSEC, SSL/TLS …
|
B 71 3⁄3 | ||||||||
| 21125 |
Simulate hundreds of AI agents to predict how communities react to events and p…
|
B 71 3⁄3 | ||||||||
| 21126 |
Benchmark, memory, Big O analysis for AI agents
|
B 71 3⁄3 | ||||||||
| 21127 |
mcp-toolkit
Claim
a lib to build MCP clients and MCP servers in Clojure(script)
|
B 71 3⁄3 | ||||||||
| 21128 |
A lightweight, structured, token-efficient local-first MCP memory server
|
B 71 3⁄3 | ||||||||
| 21129 |
Provides camera and vision tools for AI assistants to list available cameras, c…
|
B 71 4⁄3 | ||||||||
| 21130 |
Provides programmable access to Ghostfolio portfolio management and financial d…
|
B 71 3⁄3 | ||||||||
| 21131 |
A CLI tool for enhancing Claude Desktop with additional capabilities and workfl…
|
B 71 4⁄3 | ||||||||
| 21132 |
mcp-management
Claim
A Node.js MCP server that loads plugins, registers tools via the MCP SDK, and e…
|
B 71 3⁄3 | ||||||||
| 21133 |
7-stage AI pipeline MCP server: Intent→Context→Git→Decompose→Variants→Critique→…
|
B 71 4⁄3 | ||||||||
| 21134 |
Enables AI agents to control Minecraft bots through over 30 verified skills inc…
|
B 71 4⁄4 | ||||||||
| 21135 |
Enables interaction with BookStack knowledge management systems through the Boo…
|
B 71 4⁄4 | ||||||||
| 21136 |
A server that enables AI assistants to create and edit PowerPoint presentations…
|
B 71 4⁄4 | ||||||||
| 21137 |
context-portal
|
B 71 4⁄3 | ||||||||
| 21138 |
Integration platform for aviation data sources including weather, NOTAMs, airpo…
|
B 71 4⁄4 | ||||||||
| 21139 |
A Python-based Model Context Protocol server that provides 87 tools for compreh…
|
B 71 4⁄4 | ||||||||
| 21140 |
Stream Deck MCP lets agents build and reconfigure real Elgato Stream Deck profi…
|
B 71 4⁄3 | ||||||||
| 21141 |
Enables comprehensive PostgreSQL database management through natural language i…
|
B 71 4⁄4 | ||||||||
| 21142 |
Professional furniture design: specs, validation, cut optimization, BOM, and 3D…
|
B 71 3⁄3 | ||||||||
| 21143 |
MCP server that exposes a Telegram bot
|
B 71 3⁄3 | ||||||||
| 21144 |
MCP server for Target - search products, manage cart, track orders
|
B 71 3⁄3 | ||||||||
| 21145 |
MCP server for Pi-hole v6 API — manage multiple instances: queries, lists, grou…
|
B 71 3⁄3 | ||||||||
| 21146 |
Enables AI assistants to interact with the IIIT Hyderabad Mess Management Syste…
|
B 71 4⁄4 | ||||||||
| 21147 |
MCP server which provides utilities to work with time and dates, with natural l…
|
B 71 4⁄3 | ||||||||
| 21148 |
Infinity-MCP
Claim
A Cursor IDE enhancement plugin that provides multi-session MCP functionality a…
|
B 71 3⁄3 | ||||||||
| 21149 |
MCP server for Interswitch APIs: payments, transfers, Verve cards, airtime, and…
|
B 71 3⁄3 | ||||||||
| 21150 |
Enables AI assistants to manage multi-cloud resources (AWS, Azure, GCP) includi…
|
B 71 4⁄4 | ||||||||