MCP Server Quality Scores
Independent quality analysis of 67226 public MCP servers
Last updated 2 hours, 58 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ◐ Assessed Scores | ||||||||||
| 21201 |
A CLI tool for enhancing Claude Desktop with additional capabilities and workfl…
|
B 71 4⁄3 | ||||||||
| 21202 |
Production-ready RAG + MCP demo: eval-in-CI merge gate, Langfuse traces, struct…
|
B 71 3⁄3 | ||||||||
| 21203 |
AI-powered meme token launch service on Solana/pump.fun. Create tokens with AI-…
|
B 71 3⁄3 | ||||||||
| 21204 |
4DA
Claim
Dependency intelligence for AI coding agents. Live CVE scanning, dependency hea…
|
B 71 3⁄3 | ||||||||
| 21205 |
Bridges Motion's AI-powered calendar and task management platform with LLMs usi…
|
B 71 4⁄4 | ||||||||
| 21206 |
Provides real-time and historical Indian stock market data from NSE and BSE exc…
|
B 71 4⁄4 | ||||||||
| 21207 |
air
Claim
AI-optimized tool output compression for read, grep, diff, bash, test, web, sea…
|
B 71 3⁄3 | ||||||||
| 21208 |
ExcelForge
Claim
A Windows-based MCP server that enables AI assistants to manage Excel files thr…
|
B 71 3⁄3 | ||||||||
| 21209 |
baserow/baserow
Claim
Baserow database integration with table search, list, and row create, read, upd…
|
B 71 4⁄3 | ||||||||
| 21210 |
mcpforge
Claim
|
B 71 4⁄3 | ||||||||
| 21211 |
MCP server for npm package management — 36 tools for publish, version, search, …
|
B 71 3⁄3 | ||||||||
| 21212 |
Send physical handwritten postcards from any AI agent. Real pen & ink, USPS, $4…
|
B 71 3⁄3 | ||||||||
| 21213 |
Multi-core, Tokio-native orchestration for LLM pipelines.
|
B 71 4⁄3 | ||||||||
| 21214 |
Runtime governance enforcement for AI agents. Validates data payloads against s…
|
B 71 3⁄3 | ||||||||
| 21215 |
Opinionated MCP server — Pydantic output schemas, 7 domains, built to evolve.
|
B 71 3⁄3 | ||||||||
| 21216 |
Bench
Claim
USB hardware discovery, device identification, serial communication, and diagno…
|
B 71 3⁄3 | ||||||||
| 21217 |
TUI to inspect and test MCP servers
|
B 71 4⁄3 | ||||||||
| 21218 |
domain-check
Claim
Fast domain availability checker with RDAP/WHOIS — batch checks, TLD presets, a…
|
B 71 4⁄3 | ||||||||
| 21219 |
Zero-config session continuity for Claude Code. Auto-captures context via Claud…
|
B 71 4⁄3 | ||||||||
| 21220 |
A Model Context Protocol server that allows AI assistants and applications to a…
|
B 71 4⁄4 | ||||||||
| 21221 |
Provides comprehensive access to HubSpot CRM data and operations, enabling mana…
|
B 71 4⁄3 | ||||||||
| 21222 |
MCP server that exposes a Telegram bot
|
B 71 3⁄3 | ||||||||
| 21223 |
Connecting AI to biomedical data
|
B 71 4⁄3 | ||||||||
| 21224 |
An Excel manipulation server providing workbook creation, data operations, form…
|
B 71 4⁄3 | ||||||||
| 21225 |
[Codex API](https://www.codex.io) integration for real-time enriched blockchain…
|
B 71 4⁄4 | ||||||||
| 21226 |
Parquet MCP Server
Claim
Enables querying, modifying, and managing Parquet files with CRUD operations, s…
|
B 71 4⁄3 | ||||||||
| 21227 |
openaccountants
Claim
Open-source AI accounting skills, checked by licensed accountants jurisdiction …
|
B 71 3⁄3 | ||||||||
| 21228 |
MCP server for self-hosted Gotify that enables sending notifications and managi…
|
B 71 3⁄3 | ||||||||
| 21229 |
Enables AI agents to interact with Bitrix24 CRM through comprehensive tools for…
|
B 71 4⁄4 | ||||||||
| 21230 |
MCP server for the Dynadot domain registrar API — 60 tools for domain search, r…
|
B 71 3⁄3 | ||||||||
| 21231 |
Manage Trello boards, lists, and cards from any MCP-compatible AI assistant
|
B 71 3⁄3 | ||||||||
| 21232 |
MCP server for *arr media suite - Sonarr, Radarr, Lidarr, Readarr, Prowlarr
|
B 71 3⁄3 | ||||||||
| 21233 |
mcpshim
Claim
Turn remote MCP servers into local command workflows.
|
B 71 4⁄3 | ||||||||
| 21234 |
A server that enables AI assistants to create and edit PowerPoint presentations…
|
B 71 4⁄4 | ||||||||
| 21235 |
Agent-MCP
Claim
A framework for creating multi-agent systems using MCP for coordinated AI colla…
|
B 71 4⁄3 | ||||||||
| 21236 |
A starter project for rapidly developing Model Context Protocol (MCP) servers u…
|
B 71 3⁄3 | ||||||||
| 21237 |
Simulate hundreds of AI agents to predict how communities react to events and p…
|
B 71 3⁄3 | ||||||||
| 21238 |
Enables AI assistants to manage CData Sync operations, including data synchroni…
|
B 71 4⁄4 | ||||||||
| 21239 |
mcp-management
Claim
A Node.js MCP server that loads plugins, registers tools via the MCP SDK, and e…
|
B 71 3⁄3 | ||||||||
| 21240 |
Enables natural language queries about grades, GPA, attendance, and schedules b…
|
B 71 3⁄3 | ||||||||
| 21241 |
Provides persistent, decay-aware memory for AI applications by integrating the …
|
B 71 3⁄3 | ||||||||
| 21242 |
Connects MCP-compatible clients to Distill for converting local documents (PDF,…
|
B 71 3⁄3 | ||||||||
| 21243 |
Kirby MCP
Claim
CLI-first MCP server for Composer-based Kirby CMS projects that enables IDE or …
|
B 71 3⁄3 | ||||||||
| 21244 |
An MCP to give AI agents extensive knowledge of your personal finances and cont…
|
B 71 4⁄4 | ||||||||
| 21245 |
MCPSharp
Claim
MCPSharp is a .NET library that helps you build Model Context Protocol (MCP) se…
|
B 71 3⁄3 | ||||||||
| 21246 |
Enables AI assistants to manage UniFi network infrastructure through 50+ tools …
|
B 71 4⁄4 | ||||||||
| 21247 |
Stream Deck MCP lets agents build and reconfigure real Elgato Stream Deck profi…
|
B 71 4⁄3 | ||||||||
| 21248 |
A local-first persistent memory server that provides AI agents with determinist…
|
B 71 4⁄3 | ||||||||
| 21249 |
tuisic
Claim
First of its kind, A simple TUI online music streaming application written in c…
|
B 71 3⁄3 | ||||||||
| 21250 |
che-word-mcp
Claim
Swift-native MCP server for Word (.docx) manipulation with 105 tools
|
B 71 3⁄3 | ||||||||