MCP Server Quality Scores
Independent quality analysis of 33593 public MCP servers
Last updated 4 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ◐ Assessed Scores | ||||||||||
| 20651 |
ontosphere
Claim
Browser-based RDF/ontology knowledge graph editor — load RDF from files, URLs o…
|
B 71 3⁄3 | ||||||||
| 20652 |
An MCP server for KG Financial's payment services integration, enabling AI codi…
|
B 71 3⁄3 | ||||||||
| 20653 |
mcpforge
Claim
|
B 71 4⁄3 | ||||||||
| 20654 |
An MCP server that enables AI coding agents to control FMOD Studio for audio im…
|
B 71 3⁄3 | ||||||||
| 20655 |
Enables AI agents to interact with NocoDB databases for managing tables, record…
|
B 71 4⁄4 | ||||||||
| 20656 |
An Excel manipulation server providing workbook creation, data operations, form…
|
B 71 4⁄3 | ||||||||
| 20657 |
baserow/baserow
Claim
Baserow database integration with table search, list, and row create, read, upd…
|
B 71 4⁄3 | ||||||||
| 20658 |
Build Laravel apps through conversation. Code stored as structured JSON for sur…
|
B 71 4⁄3 | ||||||||
| 20659 |
Enables control of Kodi media center through MCP protocol, supporting playback …
|
B 71 4⁄4 | ||||||||
| 20660 |
mcpshim
Claim
Turn remote MCP servers into local command workflows.
|
B 71 4⁄3 | ||||||||
| 20661 |
Enables AI assistants to manage and monitor UniFi Network Controllers through n…
|
B 71 4⁄4 | ||||||||
| 20662 |
MCP server for Thales CipherTrust Manager integration, enabling secure key mana…
|
B 71 4⁄4 | ||||||||
| 20663 |
Provides camera and vision tools for AI assistants to list available cameras, c…
|
B 71 4⁄3 | ||||||||
| 20664 |
Provides comprehensive tools for AI systems to manage ClickUp tasks, lists, fol…
|
B 71 4⁄4 | ||||||||
| 20665 |
Enables AI assistants to interact with Linear's project management system throu…
|
B 71 4⁄4 | ||||||||
| 20666 |
Enables AI agents to interact with Bitrix24 CRM through comprehensive tools for…
|
B 71 4⁄4 | ||||||||
| 20667 |
tuisic
Claim
First of its kind, A simple TUI online music streaming application written in c…
|
B 71 3⁄3 | ||||||||
| 20668 |
vaultguard-mcp
Claim
VaultGuard MCP Server - Yearn V3 / DeFi vault security and analysis tools for A…
|
B 71 3⁄3 | ||||||||
| 20669 |
MCP server for *arr media suite - Sonarr, Radarr, Lidarr, Readarr, Prowlarr
|
B 71 3⁄3 | ||||||||
| 20670 |
AI agent access to website analytics, session replay, and anomaly detection.
|
B 71 3⁄3 | ||||||||
| 20671 |
MCP server that exposes Redis API to AI models
|
B 71 3⁄3 | ||||||||
| 20672 |
Zero-config session continuity for Claude Code. Auto-captures context via Claud…
|
B 71 4⁄3 | ||||||||
| 20673 |
A Model Context Protocol server that enables AI assistants like Cursor to inter…
|
B 71 4⁄4 | ||||||||
| 20674 |
d2mcp
Claim
A Model Context Protocol (MCP) server that provides D2 diagram generation and m…
|
B 71 4⁄3 | ||||||||
| 20675 |
Runtime governance enforcement for AI agents. Validates data payloads against s…
|
B 71 3⁄3 | ||||||||
| 20676 |
Unity MCP Server
Claim
Enables AI assistants to interact with Unity Editor projects through 68+ tools …
|
B 71 4⁄3 | ||||||||
| 20677 |
ggmcp4vscode
Claim
|
B 71 4⁄3 | ||||||||
| 20678 |
Enables AI assistants to interact with the IIIT Hyderabad Mess Management Syste…
|
B 71 4⁄4 | ||||||||
| 20679 |
Local-first knowledge graph for developers. Watches project files, extracts ent…
|
B 71 4⁄3 | ||||||||
| 20680 |
|
B 71 4⁄3 | ||||||||
| 20681 |
Allows Claude to interact with SharePoint Online using the REST API, enabling u…
|
B 71 4⁄4 | ||||||||
| 20682 |
ExcelForge
Claim
A Windows-based MCP server that enables AI assistants to manage Excel files thr…
|
B 71 3⁄3 | ||||||||
| 20683 |
AI-powered meme token launch service on Solana/pump.fun with bundled buys and J…
|
B 71 3⁄3 | ||||||||
| 20684 |
MCP server for Interswitch APIs: payments, transfers, Verve cards, airtime, and…
|
B 71 3⁄3 | ||||||||
| 20685 |
Enables AI assistants to manage CData Sync operations, including data synchroni…
|
B 71 4⁄4 | ||||||||
| 20686 |
Generates standup reports from git history by analyzing recent commits across c…
|
B 71 3⁄3 | ||||||||
| 20687 |
A simple TypeScript library for creating Model Context Protocol (MCP) servers w…
|
B 71 4⁄3 | ||||||||
| 20688 |
MCP server for Norway's Brønnøysund business registry — lookup, search, roles.
|
B 71 3⁄3 | ||||||||
| 20689 |
MCP server for npm package management — publish, version, search, audit, and mo…
|
B 71 3⁄3 | ||||||||
| 20690 |
Connecting AI agent to biomedical data
|
B 71 4⁄3 | ||||||||
| 20691 |
A drop-in replacement for Anthropic's memory server that utilizes SQLite to ens…
|
B 71 3⁄3 | ||||||||
| 20692 |
MCP server to query Data Commons indicators and observations (base or custom).
|
B 71 4⁄3 | ||||||||
| 20693 |
Persistent, consensus-validated institutional memory for AI agents. Runs locall…
|
B 71 4⁄3 | ||||||||
| 20694 |
Automatically converts REST APIs with Swagger/OpenAPI documentation into MCP to…
|
B 71 4⁄4 | ||||||||
| 20695 |
Enables AI agents to control Minecraft bots through over 30 verified skills inc…
|
B 71 4⁄4 | ||||||||
| 20696 |
Generate 27 legal document types across 18 jurisdictions via Ebenova API.
|
B 71 3⁄3 | ||||||||
| 20697 |
Persistent cross-platform memory for AI agents with Ebbinghaus decay scoring.
|
B 71 3⁄3 | ||||||||
| 20698 |
@deva-me/mcp-server
Claim
Provides a comprehensive suite of tools for agents to access Deva Agent Resourc…
|
B 71 4⁄4 | ||||||||
| 20699 |
A local-first persistent memory server that provides AI agents with determinist…
|
B 71 4⁄3 | ||||||||
| 20700 |
grantex
Claim
OAuth 2.0 for AI agents — scoped delegation tokens, audit trails, and revocatio…
|
B 71 3⁄3 | ||||||||