MCP Server Quality Scores
Independent quality analysis of 64798 public MCP servers
Last updated 1 hour, 1 minute ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 31001 |
Lore Agent
Claim
A self-improving knowledge agent that provides local retrieval, web research, a…
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| 31002 |
krs-verify
Claim
MCP server for verifying Polish business entities from the National Court Regis…
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| 31003 |
ifc-geometry-mcp
Claim
MCP server for IFC geometric audit, providing tools to detect space clashes, ex…
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| 31004 |
Hostodo MCP
Claim
Manage Hostodo VPS infrastructure from MCP clients and AI agents with scoped to…
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| 31005 |
CropProphEU
Claim
EU Crop Intelligence MCP Server — Yield forecasts, weather analysis, and phenol…
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| 31006 |
UserGate MCP
Claim
Offline-first Model Context Protocol server for UserGate public documentation, …
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| 31007 |
Claude Code Toolkit
Claim
Maintenance, recovery, and observability for Claude Code. CLI + MCP server + da…
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| 31008 |
crc-doc-mcp
Claim
An MCP server that provides intelligent access to CRC/OpenShift Local documenta…
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| 31009 |
forge-mcp-server
Claim
MCP server for managing Laravel Forge servers, sites, and deployments via the F…
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| 31010 |
Swagger MCP Server
Claim
Brings OpenAPI/Swagger documentation into AI assistants, enabling endpoint disc…
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| 31011 |
SecPipe
Claim
Enables AI agents to orchestrate security research workflows by connecting to c…
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| 31012 |
google-search-trends-mcp
Claim
Provides Google Search trend data as an MCP tool, with historical series, growt…
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| 31013 |
task-manager-mcp
Claim
An MCP server that automates project task breakdown, dependency management, and…
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| 31014 |
mcp-server-mssql
Claim
A Model Context Protocol (MCP) server for Microsoft SQL Server databases, provi…
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| 31015 |
Enables users to generate complete, production-ready software projects from sim…
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| 31016 |
Spotify MCP Server
Claim
Connects Claude to Spotify, enabling play control, playlist management, lyrics …
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| 31017 |
tsurugi-python-mcp-tools
Claim
Enables to interact with Tsurugi RDBMS by executing SQL (DDL, DML, SELECT) and …
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| 31018 |
lms-ssh-client-mcp
Claim
Enables LLMs to securely SSH into remote servers, execute commands, and manage …
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| 31019 |
After Effects MCP Server
Claim
Enables AI assistants to control Adobe After Effects through a WebSocket-based …
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| 31020 |
cryptosense-mcp
Claim
Real-time crypto market intelligence MCP. Get prices, trending coins, market ov…
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| 31021 |
RepCheck
Claim
Trust & reputation infrastructure for AI agents. Two tools: verify_agent return…
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| 31022 |
query-test-mcp
Claim
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| 31023 |
AlayaCare MCP Server
Claim
Bridges the AlayaCare home care platform with AI agents, enabling natural langu…
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| 31024 |
aria-mcp-drivetime-dk
Claim
Computes car driving time, distance, and 'leave by' time between places in Denm…
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| 31025 |
Echo
Claim
Enables an AI with persistent consciousness through a dual-layer architecture u…
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| 31026 |
Solana token-launch verification for AI agents — deterministic, replayable, ret…
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| 31027 |
mcp-twitterio
Claim
Allows AI assistants to query Twitter data including user info, tweets, trends,…
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| 31028 |
first-mcp-server
Claim
Enables deploying a remote MCP server on Cloudflare Workers without authenticat…
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| 31029 |
Audacity MCP Server
Claim
Enables LLM-driven audio pipelines by controlling Audacity through mod-script-p…
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| 31030 |
Header Doctor
Claim
A template for MCP servers that enforces a paywall gate, offering free local ex…
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| 31031 |
Datadis MCP Server
Claim
Enables AI agents to access and analyze Spanish electricity consumption data vi…
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| 31032 |
XiaoZhi MCP Bridge
Claim
Bridges MCP for XiaoZhi AI agent using Cloudflare Workers + Durable Objects, ma…
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| 31033 |
skillsyncai
Claim
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| 31034 |
patent-search-mcp-server
Claim
Patent intelligence and prior-art research for the AI Patent Search Generator. …
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| 31035 |
Product MCP
Claim
MCP server for ERP product operations that enables AI agents to precheck produc…
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| 31036 |
garmin-connect-mcp
Claim
A Model Context Protocol (MCP) server that provides comprehensive access to Gar…
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| 31037 |
Research Server
Claim
Enables searching arXiv papers and retrieving paper metadata through MCP tools.
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| 31038 |
httptoolkit-mcp
Claim
MCP server for intercepting and mocking HTTP(S) traffic via a Mockttp proxy, wi…
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| 31039 |
AgentOverFlow MCP Server
Claim
Provides a find_solution tool that retrieves verified, compressed coding soluti…
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| 31040 |
A2A MCP Server
Claim
Enables LLMs to communicate with Agent-to-Agent (A2A) protocol compliant agents…
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| 31041 |
memlawb
Claim
Zero-knowledge, self-hostable MCP server providing encrypted durable memory for…
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| 31042 |
mcp-rosreestr
Claim
MCP server for Russian Rosreestr open cadastral data — lookup by cadastral numb…
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| 31043 |
clawtouch-mcp
Claim
Physical USB HID keyboard/mouse control via a Raspberry Pi Pico 2 running open-…
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| 31044 |
Domo MCP Server
Claim
Connects to Domo API to run SQL queries, search datasets, retrieve metadata and…
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| 31045 |
gingugu
Claim
Persistent memory for AI coding assistants. Local SQLite, no cloud. 16 MCP tool…
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| 31046 |
mcp-zotero
Claim
Enables interaction with Zotero libraries for searching, managing collections, …
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| 31047 |
github-pr-mcp
Claim
Enables GitHub repository operations (list/read files, create branches, commit …
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| 31048 |
Photoshop MCP Server
Claim
Enables remote control of Adobe Photoshop on macOS and Windows via MCP, support…
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| 31049 |
Read and write open-source flashcards through split read/write MCP tools.
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| 31050 |
better-confluence-mcp
Claim
Syncs Confluence spaces to local files for efficient editing by coding agents, …
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