MCP Server Quality Scores
Independent quality analysis of 69224 public MCP servers
Last updated 3 hours, 41 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 48951 |
openapi-navigator
Claim
Navigate and query OpenAPI specs with fuzzy search, pagination, and API testing
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| 48952 |
psu-mcp
Claim
MCP server for programmable bench power supply control, enabling autonomous boo…
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| 48953 |
dowhistle-mcp-server121
Claim
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| 48954 |
meok-aaif-agent-card-mcp
Claim
MEOK AAIF Agent Card MCP — Linux Foundation AAIF agent identity bridge. Issues …
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| 48955 |
Connects AI agents to the WhatsApp Business Cloud API, allowing them to send me…
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| 48956 |
JMRI MCP
Claim
JMRI voice/chat control for DCC model railroads
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| 48957 |
mcp-people-finder
Claim
Find people at a company by role, seniority and department, with verified busin…
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| 48958 |
@parserelay/mcp
Claim
Enables document parsing into structured, confidence-scored fields via the scan…
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| 48959 |
nova-act-mcp-server
Claim
Exposes Amazon Nova Act browser-automation tools via the Model Context Protocol…
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| 48960 |
gl-mcp-feedback
Claim
A feedback-oriented MCP server with a Web UI for AI development workflows, enab…
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| 48961 |
mark-coach-mcp
Claim
Local MCP server that turns Mark Builds Brands' YouTube knowledge into an AI co…
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| 48962 |
Dradis MCP
Claim
Integrates with Dradis Pro to manage projects, vulnerabilities, content blocks,…
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| 48963 |
lmstudio-agent-mcp
Claim
Provides local agent capabilities for LM Studio including file I/O, terminal ex…
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| 48964 |
agent-scheduler
Claim
MCP server for scheduling tasks with cron-like recurring jobs, one-time tasks, …
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| 48965 |
A minimalist MCP server that fetches transcripts from YouTube videos using the …
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| 48966 |
MCP server for Microsoft SQL Server — read and data write operations, no DDL
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| 48967 |
An MCP server that wraps the Apache Airflow REST API, enabling clients to manag…
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| 48968 |
Gitea MCP Proxy Agent
Claim
A comprehensive MCP server suite that enables AI interaction with Gitea for rep…
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| 48969 |
Hardened C# Model Context Protocol (MCP) server for MS SQL Server and PostgreSQ…
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| 48970 |
claude-imagine
Claim
An MCP server that enables Claude Code to generate context-aware images using l…
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| 48971 |
Filesystem MCP
Claim
A FastMCP server providing comprehensive file system, Docker, and Git operation…
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| 48972 |
smithery-ai-mcp2
Claim
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| 48973 |
hivekey.ai
Claim
Identity infrastructure for AI agents. Email, credentials, and 2FA — everything…
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| 48974 |
Enables coding agents to coordinate edits, reviews, and escalations without fil…
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| 48975 |
build123d-mcp
Claim
MCP server that exposes build123d parametric CAD operations as tools, enabling …
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| 48976 |
Tether MD
Claim
Enables anchored comments in Markdown files that AI agents can propose changes …
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| 48977 |
IzmirMCP
Claim
MCP server for accessing real-time Izmir public transport data (IZBAN, ESHOT, T…
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| 48978 |
MCP Server Starter
Claim
A minimal MCP server with calculator and memory store tools, ready to use with …
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| 48979 |
BTRFS Snapper MCP
Claim
Enables management of BTRFS snapshots via Snapper and monitoring of BTRFS files…
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| 48980 |
hydrawise-mcp
Claim
MCP server for Hunter Hydrawise irrigation controllers, exposing the Hydrawise …
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| 48981 |
dock-ai
Claim
Discover whether a business domain has a ready-to-use connector so you can shop…
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| 48982 |
preflight
Claim
Check if your MCP server is ready to publish on the MCP Registry, Smithery, or …
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| 48983 |
Tauri MCP Server
Claim
Bridges AI agents with Tauri desktop applications for intelligent debugging, te…
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| 48984 |
crypto-signal
Claim
Cloudflare Workers MCP server: crypto-signal
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| 48985 |
hive-mcp-imprimatur
Claim
Pre-attestation gate for AI inference that checks compliance conditions and iss…
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| 48986 |
ai-news-mcp
Claim
Aggregates and curates AI/tech news from 12 sources every 6 hours, providing pr…
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| 48987 |
F1 MCP Server
Claim
A real-time Formula 1 analytics server that lets you ask natural language quest…
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| 48988 |
Email MCP Server
Claim
Give AI agents their own email inboxes. Create, send, receive, and manage email…
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| 48989 |
An MCP server that scaffolds full-stack projects with consistent structure, Doc…
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| 48990 |
An independent memory service for AI agents that stores and retrieves facts wit…
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| 48991 |
HTML to Markdown converter API for AI agents. Convert HTML to clean Markdown: s…
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| 48992 |
Memory MCP
Claim
An advanced cognitive memory agent for AI chatbots that provides long-term, aut…
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| 48993 |
gsc-mcp
Claim
Turns Google Search Console into an SEO copilot by enabling natural language qu…
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| 48994 |
Polyglot Database MCP
Claim
Unified MCP for 20 databases: SurrealDB, ArangoDB, Virtuoso, CouchDB, Cassandra…
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| 48995 |
mcp-db-universal
Claim
A database-agnostic MCP server that enables natural language queries to your da…
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| 48996 |
@bounceprotect/mcp
Claim
Email validation and SMTP verification for Claude Desktop, Cursor, and Claude C…
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| 48997 |
gta_mcp
Claim
Enables GTA Online money making with live tools for weekly bonuses, business tr…
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| 48998 |
Lambda MCP Server
Claim
A stateless Python MCP server packaged as a custom AWS Lambda container image, …
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| 48999 |
coppa-ferpa-mcp
Claim
Children's privacy compliance: COPPA (US), FERPA (US edu), EU AI Act children's…
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| 49000 |
Frogeye Security Scanner
Claim
Zero-config MCP security scanner for AI-generated apps. 25K+ vulnerability patt…
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