MCP Server Quality Scores
Independent quality analysis of 48900 public MCP servers
Last updated 1 hour, 43 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ◐ Assessed Scores | ||||||||||
| 19651 |
MCP server adapter for mikuproject, providing tools, resources, and prompts to …
|
B 81 3⁄3 | ||||||||
| 19652 |
Wraps the Claude Agent SDK as MCP servers, letting you spawn multiple specializ…
|
B 81 3⁄3 | ||||||||
| 19653 |
Persistent code indexing for AI assistants. 50x less context than grep. 11 lang…
|
B 81 4⁄3 | ||||||||
| 19654 |
Forgespec MCP facilitates Spec-Driven Development (SDD) by providing tools for …
|
B 81 3⁄3 | ||||||||
| 19655 |
MCP server exposing psycopg2 PostgreSQL database adapter functionality
|
B 81 3⁄3 | ||||||||
| 19656 |
Bridge package enabling seamless integration between Model Context Protocol (MC…
|
B 81 4⁄3 | ||||||||
| 19657 |
Enables users to manage time entries and log hours on the ProjectX platform usi…
|
B 81 3⁄3 | ||||||||
| 19658 |
MetaTrader 5 MCP Server
Claim
Enables comprehensive access to the MetaTrader 5 trading platform for retrievin…
|
B 81 4⁄3 | ||||||||
| 19659 |
Graph-native bounded working memory for coding agents with typed memories, caus…
|
B 81 3⁄3 | ||||||||
| 19660 |
Outlook MCP Server
Claim
Connects Claude to Microsoft Outlook through the Microsoft Graph API, enabling …
|
B 81 4⁄4 | ||||||||
| 19661 |
Unified MCP Server for Obsidian - graph-based note management with semantic cla…
|
B 81 3⁄3 | ||||||||
| 19662 |
Context sync layer for AI agents. Ensures continuity and eliminates memory drif…
|
B 81 3⁄3 | ||||||||
| 19663 |
OpenAPI definitions, converters and LLM function calling schema composer.
|
B 81 4⁄3 | ||||||||
| 19664 |
AI logo design MCP server — generates SVG logos with text-to-path conversion, S…
|
B 81 3⁄3 | ||||||||
| 19665 |
An MCP server that exposes 16 free investment-research signals (insider trades,…
|
B 81 3⁄3 | ||||||||
| 19666 |
ahk-mcp
Claim
Enables AI agents to control Windows systems using AutoHotkey v2 and the UI Aut…
|
B 80 3⁄3 | ||||||||
| 19667 |
Analyze your MCP setup: token costs, grades, duplicates, and optimization tips
|
B 80 3⁄3 | ||||||||
| 19668 |
A standalone Node MCP server that provides semantic search, knowledge graph, an…
|
B 80 3⁄3 | ||||||||
| 19669 |
Provides a comprehensive suite of 56 tools for the management and automation of…
|
B 80 3⁄3 | ||||||||
| 19670 |
|
B 80 3⁄3 | ||||||||
| 19671 |
Local stdio MCP for UI briefs to React + shadcn with review, proof, and ship.
|
B 80 3⁄3 | ||||||||
| 19672 |
Integrate with AverbePorto to streamline authentication and document submission…
|
B 80 3⁄3 | ||||||||
| 19673 |
Convert HTML to PDF/PNG/WebP/PPTX slide carousels with 11 themes — for LinkedIn…
|
B 80 3⁄3 | ||||||||
| 19674 |
Enables AI assistants to interact with WhatsApp through the WSAPI service, supp…
|
B 80 4⁄4 | ||||||||
| 19675 |
Check name availability across domains, trademarks, and social handles. Score a…
|
B 80 3⁄3 | ||||||||
| 19676 |
This server integrates AI assistants with ClickUp workspaces, enabling task, te…
|
B 80 4⁄4 | ||||||||
| 19677 |
Persistent memory for AI coding tools via MCP. Remembers across sessions and ma…
|
B 80 3⁄3 | ||||||||
| 19678 |
Local-first MCP server for Claude/Codex project wiki and graph workflows
|
B 80 3⁄3 | ||||||||
| 19679 |
SSH MCP Server lets you manage remote Linux servers through natural language in…
|
B 80 3⁄3 | ||||||||
| 19680 |
Give AI agents a persistent identity and cross-platform visual style. Includes …
|
B 80 3⁄3 | ||||||||
| 19681 |
Equinix Docs MCP Server returns relevant documentation from docs.equinix.com.
|
B 80 3⁄3 | ||||||||
| 19682 |
neo4j-mcp-canary
Claim
Neo4j MCP Canary — The canary goes first so the rest of us know what's coming
|
B 80 3⁄3 | ||||||||
| 19683 |
An MCP bridge server that allows AI tools to call functions and execute code di…
|
B 80 3⁄3 | ||||||||
| 19684 |
Genomic-Agent-Discovery
Claim
Multi-agent MCP server for genomic analysis — specialized AI agents analyze raw…
|
B 80 3⁄3 | ||||||||
| 19685 |
Security scanning and threat detection for AI agents
|
B 80 3⁄3 | ||||||||
| 19686 |
A centralized manager for Model Context Protocol (MCP) servers with dynamic ser…
|
B 80 4⁄3 | ||||||||
| 19687 |
A stateful, AST-aware MCP server for structured code review workflows. It enabl…
|
B 80 3⁄3 | ||||||||
| 19688 |
An MCP server that wraps the OpenAI Codex SDK to deploy multiple specialized AI…
|
B 80 3⁄3 | ||||||||
| 19689 |
loctree-mcp
Claim
Structural code intelligence for AI agents. Scan once, query everything — dead …
|
B 80 3⁄3 | ||||||||
| 19690 |
Fast and Accurate Code Search for Agents. Uses ~98% fewer tokens than grep+read
|
B 80 3⁄3 | ||||||||
| 19691 |
Fast - accurate weather conditions and forecasts by city or coordinates.
|
B 80 3⁄3 | ||||||||
| 19692 |
2-5x longer Claude Code sessions before compaction. Saves 30-40% on input token…
|
B 80 3⁄3 | ||||||||
| 19693 |
An MCP server that gives AI assistants direct control over Godot 4 game develop…
|
B 80 3⁄3 | ||||||||
| 19694 |
FAOSTAT data for 245 countries: crops, trade, food security, and emissions via …
|
B 80 3⁄3 | ||||||||
| 19695 |
Agent settlement protocol — discover, negotiate, settle, and verify with XAP.
|
B 80 3⁄3 | ||||||||
| 19696 |
Query OSV.dev for package vulnerabilities and batch-audit dependency lists via …
|
B 80 3⁄3 | ||||||||
| 19697 |
Real-time GitHub Actions observability through VS Code with GitHub Copilot, pro…
|
B 80 4⁄3 | ||||||||
| 19698 |
Build extend and maintain pump - Token creation buying selling migration fee co…
|
B 80 4⁄3 | ||||||||
| 19699 |
Full domain lifecycle management: availability checking (zero config), registra…
|
B 80 4⁄4 | ||||||||
| 19700 |
Instant website audits with 11 tools — full SEO audit (20+ checks), security he…
|
B 80 3⁄3 | ||||||||