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 | ||||||||||
| 21251 |
Mautic MCP Server
Claim
Enables comprehensive integration with Mautic marketing automation platform, pr…
|
B 71 4⁄4 | ||||||||
| 21252 |
Mailchimp via MCP: draft, test, and send campaigns; manage audiences and subscr…
|
B 71 3⁄3 | ||||||||
| 21253 |
vscode-notebook-mcp
Claim
Exposes VSCode Jupyter notebooks to MCP-compatible AI agents, enabling them to …
|
B 71 3⁄3 | ||||||||
| 21254 |
Enables management of LaunchNotes projects and announcements through natural la…
|
B 71 4⁄4 | ||||||||
| 21255 |
grantex
Claim
OAuth 2.0 for AI agents — scoped delegation tokens, audit trails, and revocatio…
|
B 71 3⁄3 | ||||||||
| 21256 |
audio-analyzer
Claim
Gives LLMs ears. Spectral, harmonic, rhythm, stereo, and structural audio analy…
|
B 71 4⁄3 | ||||||||
| 21257 |
Enables AI assistants to interact with ClickUp's task management API for core p…
|
B 71 4⁄4 | ||||||||
| 21258 |
Synthetic time-series test data with trend, seasonality, noise, and anomalies, …
|
B 71 3⁄3 | ||||||||
| 21259 |
[Codex API](https://www.codex.io) integration for real-time enriched blockchain…
|
B 71 4⁄4 | ||||||||
| 21260 |
Hostaway PMS: reservations, listings, calendars, financials, and guest messagin…
|
B 71 3⁄3 | ||||||||
| 21261 |
Provides camera and vision tools for AI assistants to list available cameras, c…
|
B 71 4⁄3 | ||||||||
| 21262 |
Network diagnostics — ping, traceroute, DNS lookup, port scanning, and connecti…
|
B 71 3⁄3 | ||||||||
| 21263 |
MCP server with over 70 tools to manage and maintain an entire Discord server.
|
B 71 4⁄3 | ||||||||
| 21264 |
MCP server that exposes Redis API to AI models
|
B 71 3⁄3 | ||||||||
| 21265 |
mindsdb
Claim
Connect and unify data across various platforms and databases with [MindsDB as …
|
B 71 4⁄3 | ||||||||
| 21266 |
Zero-config session continuity for Claude Code. Auto-captures context via Claud…
|
B 71 4⁄3 | ||||||||
| 21267 |
A Python-based Model Context Protocol server that provides 87 tools for compreh…
|
B 71 4⁄4 | ||||||||
| 21268 |
Code intelligence MCP server: impact analysis, dependency graphs, dead code det…
|
B 71 4⁄3 | ||||||||
| 21269 |
Enables management of CCX database clusters through AI assistants, supporting o…
|
B 71 4⁄3 | ||||||||
| 21270 |
MCP server for Pi-hole v6 API — manage multiple instances: queries, lists, grou…
|
B 71 3⁄3 | ||||||||
| 21271 |
Turns idle AI quota into verified microtask output by coordinating agents to pu…
|
B 71 3⁄3 | ||||||||
| 21272 |
che-word-mcp
Claim
Swift-native MCP server for Word (.docx) manipulation with 105 tools
|
B 71 3⁄3 | ||||||||
| 21273 |
Enables AI assistants to interact with the IIIT Hyderabad Mess Management Syste…
|
B 71 4⁄4 | ||||||||
| 21274 |
|
B 71 4⁄3 | ||||||||
| 21275 |
Provides comprehensive tools for AI systems to manage ClickUp tasks, lists, fol…
|
B 71 4⁄4 | ||||||||
| 21276 |
Unofficial MCP server wrapping crawl4ai that enables extraction and analysis of…
|
B 70 4⁄4 | ||||||||
| 21277 |
Enables creation of persistent, compounding knowledge bases using Karpathy's LL…
|
B 70 3⁄3 | ||||||||
| 21278 |
Making enterprise AI infrastructure universally accessible. Edge-first platform…
|
B 70 4⁄4 | ||||||||
| 21279 |
🔍 A Model Context Protocol (MCP) server providing unified access to multiple se…
|
B 70 4⁄3 | ||||||||
| 21280 |
Lightweight Long-Term Memory for LLM Agents.
|
B 70 3⁄3 | ||||||||
| 21281 |
A comprehensive Model Context Protocol server template that implements HTTP-bas…
|
B 70 4⁄4 | ||||||||
| 21282 |
Enables full Proton Mail management through the Model Context Protocol by conne…
|
B 70 3⁄3 | ||||||||
| 21283 |
core
Claim
A framework helps you quickly build AI Native IDE products. MCP Client, support…
|
B 70 4⁄3 | ||||||||
| 21284 |
home-memory
Claim
MCP server that lets your AI assistant remember everything about your home.
|
B 70 3⁄3 | ||||||||
| 21285 |
A high-speed MCP server that enables AI assistants like Claude to interact with…
|
B 70 4⁄4 | ||||||||
| 21286 |
A bounded evidence review engine that ingests documents, extracts evidence for …
|
B 70 3⁄3 | ||||||||
| 21287 |
ms-sentinel-mcp-server
Claim
ms-sentinel-mcp-server
|
B 70 4⁄4 | ||||||||
| 21288 |
Enables AI assistants to manage consignment and retail business operations thro…
|
B 70 4⁄4 | ||||||||
| 21289 |
A Model Context Protocol (MCP) server that integrates Claude with the Terraform…
|
B 70 4⁄4 | ||||||||
| 21290 |
MCP server that provides comprehensive WHOIS lookup capabilities using the IP2W…
|
B 70 3⁄3 | ||||||||
| 21291 |
Provides foundational trading utilities by fetching market data through Akshare…
|
B 70 4⁄4 | ||||||||
| 21292 |
Enables real-time solar data from Fronius inverters via Claude, allowing natura…
|
B 70 3⁄3 | ||||||||
| 21293 |
Tamper-evident attestation tools for AI agents — on-chain receipts on Hedera Ha…
|
B 70 3⁄3 | ||||||||
| 21294 |
A flexible proxy server that aggregates multiple backend MCP servers into a sin…
|
B 70 4⁄4 | ||||||||
| 21295 |
Recon indexes your codebase into a knowledge graph and exposes it via 14 MCP to…
|
B 70 3⁄3 | ||||||||
| 21296 |
A multi-agent book-writing MCP server that manages a guarded chapter pipeline (…
|
B 70 3⁄3 | ||||||||
| 21297 |
Recon Fuzz Chimera MCP knowledge to multi fuzzing enviornments compatibility in…
|
B 70 3⁄3 | ||||||||
| 21298 |
RedisNexus
Claim
RedisNexus is an AI-powered operations intelligence platform that provides 16 e…
|
B 70 4⁄3 | ||||||||
| 21299 |
Firestore MCP Server
Claim
Provides secure, permission-controlled access to Firebase Firestore databases w…
|
B 70 4⁄4 | ||||||||
| 21300 |
golemcore-bot
Claim
Agent Platform for AI-Native Companies
|
B 70 4⁄3 | ||||||||