MCP Server Quality Scores
Independent quality analysis of 48821 public MCP servers
Last updated 1 hour, 45 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ◐ Assessed Scores | ||||||||||
| 21151 |
Enables AI agents to interact with NocoDB databases for managing tables, record…
|
B 71 4⁄4 | ||||||||
| 21152 |
vector_mcp
Claim
A server implementation for the Model Context Protocol (MCP) in Ruby.
|
B 71 3⁄3 | ||||||||
| 21153 |
Discord MCP Server
Claim
Provides 33 tools for managing Discord servers, including channel and role admi…
|
B 71 4⁄4 | ||||||||
| 21154 |
Provides persistent, decay-aware memory for AI applications by integrating the …
|
B 71 3⁄3 | ||||||||
| 21155 |
oraclaw
Claim
Decision intelligence MCP — 17 tools (optimize, simulate, predict, score, graph…
|
B 71 3⁄3 | ||||||||
| 21156 |
Provides camera and vision tools for AI assistants to list available cameras, c…
|
B 71 4⁄3 | ||||||||
| 21157 |
An MCP to give AI agents extensive knowledge of your personal finances and cont…
|
B 71 4⁄4 | ||||||||
| 21158 |
portainer-mcp
Claim
A powerful MCP server that enables AI assistants to seamlessly interact with Po…
|
B 71 4⁄4 | ||||||||
| 21159 |
Enables AI agents to interact with email accounts via the Himalaya CLI, support…
|
B 71 3⁄3 | ||||||||
| 21160 |
[Codex API](https://www.codex.io) integration for real-time enriched blockchain…
|
B 71 4⁄4 | ||||||||
| 21161 |
LocalSynapse
Claim
Offline AI-powered local file search MCP server for Windows.
Searches inside do…
|
B 71 3⁄3 | ||||||||
| 21162 |
Provides Azure DevOps integration through MCP, enabling management of projects,…
|
B 71 4⁄4 | ||||||||
| 21163 |
Synthetic time-series test data with trend, seasonality, noise, and anomalies, …
|
B 71 3⁄3 | ||||||||
| 21164 |
Rust MCP server for binary analysis and reverse engineering.
|
B 71 3⁄3 | ||||||||
| 21165 |
Enables reading and writing of values, formulas, and formatting in Microsoft Ex…
|
B 71 4⁄3 | ||||||||
| 21166 |
jobseek
Claim
Search jobs, companies, and watchlists on Job Seek (jseek.co)
|
B 71 3⁄3 | ||||||||
| 21167 |
mcp-server
Claim
Design intelligence for AI-generated UI. Essence spec, registry, drift detectio…
|
B 71 3⁄3 | ||||||||
| 21168 |
air
Claim
AI-optimized tool output compression for read, grep, diff, bash, test, web, sea…
|
B 71 3⁄3 | ||||||||
| 21169 |
MCP server for Target - search products, manage cart, track orders
|
B 71 3⁄3 | ||||||||
| 21170 |
An MCP server that connects AI agents to the CrowdStrike Falcon platform for in…
|
B 71 4⁄4 | ||||||||
| 21171 |
Enables AI assistants to perform comprehensive code quality checks including py…
|
B 71 4⁄3 | ||||||||
| 21172 |
MCP server that exposes a Telegram bot
|
B 71 3⁄3 | ||||||||
| 21173 |
An MCP server that enables AI coding agents to control FMOD Studio for audio im…
|
B 71 3⁄3 | ||||||||
| 21174 |
Enables AI assistants to interact with ClickUp's task management API for core p…
|
B 71 4⁄4 | ||||||||
| 21175 |
Enables context compression for Claude Code by offloading large file queries an…
|
B 71 3⁄3 | ||||||||
| 21176 |
adbfriend
Claim
Android ADB CLI tool including integrated MCP Server with common adb actions us…
|
B 71 3⁄3 | ||||||||
| 21177 |
mindsdb
Claim
Connect and unify data across various platforms and databases with [MindsDB as …
|
B 71 4⁄3 | ||||||||
| 21178 |
vaultguard-mcp
Claim
VaultGuard MCP Server - Yearn V3 / DeFi vault security and analysis tools for A…
|
B 71 3⁄3 | ||||||||
| 21179 |
MCP server with over 70 tools to manage and maintain an entire Discord server.
|
B 71 4⁄3 | ||||||||
| 21180 |
|
B 71 4⁄3 | ||||||||
| 21181 |
UniMCP4CC
Claim
Enables Claude Code to directly control Unity Editor, supporting scene manipula…
|
B 71 4⁄3 | ||||||||
| 21182 |
A drop-in replacement for Anthropic's memory server that utilizes SQLite to ens…
|
B 71 3⁄3 | ||||||||
| 21183 |
Enables AI assistants to interact with the IIIT Hyderabad Mess Management Syste…
|
B 71 4⁄4 | ||||||||
| 21184 |
Enables AI agents to interact with Bitrix24 CRM through comprehensive tools for…
|
B 71 4⁄4 | ||||||||
| 21185 |
MCP server for Pi-hole v6 API — manage multiple instances: queries, lists, grou…
|
B 71 3⁄3 | ||||||||
| 21186 |
Enables natural language queries about grades, GPA, attendance, and schedules b…
|
B 71 3⁄3 | ||||||||
| 21187 |
Automatically converts REST APIs with Swagger/OpenAPI documentation into MCP to…
|
B 71 4⁄4 | ||||||||
| 21188 |
Infinity-MCP
Claim
A Cursor IDE enhancement plugin that provides multi-session MCP functionality a…
|
B 71 3⁄3 | ||||||||
| 21189 |
AI-powered meme token launch service on Solana/pump.fun. Create tokens with AI-…
|
B 71 3⁄3 | ||||||||
| 21190 |
grantex
Claim
OAuth 2.0 for AI agents — scoped delegation tokens, audit trails, and revocatio…
|
B 71 3⁄3 | ||||||||
| 21191 |
WAKE Protocol
Claim
A post-mortem succession protocol for AI agents. Black Box, handoff, time-locks.
|
B 71 3⁄3 | ||||||||
| 21192 |
Outlook OAuth MCP Server
Claim
Enables interaction with Microsoft Outlook for managing emails and calendars th…
|
B 71 4⁄4 | ||||||||
| 21193 |
Enables AI assistants to manage Warteg Online meal delivery subscriptions throu…
|
B 71 4⁄3 | ||||||||
| 21194 |
ggmcp4vscode
Claim
|
B 71 4⁄3 | ||||||||
| 21195 |
Generates standup reports from git history by analyzing recent commits across c…
|
B 71 3⁄3 | ||||||||
| 21196 |
Translates astronomical constellation patterns and mythological metadata into d…
|
B 71 4⁄4 | ||||||||
| 21197 |
Integrates AI into software development workflows by providing three MCP tools:…
|
B 71 3⁄3 | ||||||||
| 21198 |
Connects Daylite CRM to Claude Code via the CalDAV interface to manage tasks an…
|
B 71 4⁄3 | ||||||||
| 21199 |
MCP server for Kibana / Elasticsearch — log search, aggregations, index discove…
|
B 71 3⁄3 | ||||||||
| 21200 |
A multi-format MCP server that enables reading and generating Office, PDF, text…
|
B 71 3⁄3 | ||||||||