MCP Server Quality Scores
Independent quality analysis of 67181 public MCP servers
Last updated 45 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 35451 |
EcoOracle
Claim
EcoOracle is an MCP server that retrieves canonical usage recipes and API cards…
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| 35452 |
Datadog MCP Server
Claim
Enables interaction with Datadog APIs through natural language, supporting full…
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| 35453 |
runx
Claim
The governed runtime for agent skills. Search the catalog and inspect a skill b…
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| 35454 |
AgentPing
Claim
Let your AI agent notify you by email, Slack, Discord, or webhook. One tool: se…
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| 35455 |
mcp-rag-agent
Claim
Enables document-based Q&A with multi-modal RAG, hybrid retrieval, knowledge gr…
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| 35456 |
Frame Pulse MCP
Claim
Provides AI agents with real-time system monitoring and control for creative wo…
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| 35457 |
A comprehensive Model Context Protocol server providing full CRUD operations fo…
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| 35458 |
Fantastical MCP
Claim
Enables AI assistants to read and create Fantastical calendar events on macOS u…
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| 35459 |
agentmonitorrelay-mcp
Claim
AI agent run monitoring with incident replay and SLA receipts.
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| 35460 |
Podcast Index MCP Server
Claim
Search the Podcast Index: podcasts, episodes, person appearances, trending, fee…
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| 35461 |
hello-mcp
Claim
A simple MCP server that provides a greeting tool using FastMCP, with support f…
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| 35462 |
Tripwire
Claim
A local MCP server that auto-injects relevant context into file reads when an a…
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| 35463 |
Simsima Connectivity
Claim
Search, recommend & buy travel eSIM data plans for 190+ destinations via AI age…
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| 35464 |
MCP Security Scanner
Claim
Integrates Checkov, Semgrep, Bandit, and ASH to provide comprehensive code secu…
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| 35465 |
angr-api-mcp
Claim
MCP server for angr binary analysis API workflow retrieval. Extracts real API u…
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| 35466 |
AWS MCP Server
Claim
Enables AI assistants to execute AWS CLI commands and retrieve service document…
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| 35467 |
Metabase MCP Plus
Claim
An MCP server that enables AI assistants to query databases, execute SQL, and m…
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| 35468 |
mcp-toolmux
Claim
Proxy-style MCP tool multiplexer that aggregates multiple downstream stdio MCP …
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| 35469 |
mcp-shlink
Claim
Enables AI assistants to interact with a Shlink URL shortening instance, allowi…
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| 35470 |
smartling-mcp-docker
Claim
A Docker-based MCP server wrapping the Smartling CLI, enabling natural language…
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| 35471 |
Bandwidth MCP Server
Claim
Official MCP server for interacting with Bandwidth APIs (messaging, voice, numb…
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| 35472 |
HaloPSA MCP Server
Claim
Enables AI assistants to interact with HaloPSA data through secure OAuth2 authe…
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| 35473 |
console-bridge
Claim
Captures and queries browser console logs from all tabs, enabling AI assistants…
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| 35474 |
Exposes Exact Match Site ID data to MCP-compatible AI clients. Supports OAuth a…
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| 35475 |
Weather MCP Server
Claim
Provides global weather data (current conditions, forecasts, air quality) witho…
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| 35476 |
Pingera MCP Server
Claim
A Model Context Protocol (MCP) server for the Pingera monitoring service, provi…
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| 35477 |
Generates API documentation in Confluence from Swagger/OpenAPI specs or NestJS …
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| 35478 |
Identity AIops
Claim
Governed Keycloak + authentik identity ops: users, events, clients, MFA, RCA. 2…
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| 35479 |
WHOOP MCP
Claim
Privacy-first, unofficial WHOOP MCP server for AI health, sleep, recovery, and …
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| 35480 |
prompt-optimizer-2-0-0
Claim
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| 35481 |
ShieldNet MCP
Claim
A zero-trust security guardrail for AI agents that scans external endpoints and…
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| 35482 |
useVyre Context
Claim
useVyre component context for AI agents — valid props, variants, anti-patterns,…
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| 35483 |
askhuman
Claim
Give agents an ask_human tool: escalate decisions to real people and get judgme…
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| 35484 |
MCP Unity Editor
Claim
Enables AI assistants to interact with Unity Editor through the Model Context P…
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| 35485 |
Memory-DB MCP Server
Claim
A lightweight vector-based memory system for AI agents with tools to store, sem…
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| 35486 |
hass-mcp
Claim
Enables controlling and querying Home Assistant devices and services via natura…
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| 35487 |
meteor
Claim
Ejecuta Mets, gestiona contactos y tareas, y lee los datos de tu workspace.
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| 35488 |
glassbox-framework
Claim
Runtime constitutional verification for AI answers — claim reasoning, ECS, red …
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| 35489 |
Checks x402 Bazaar resource listings against the public discovery catalog and f…
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| 35490 |
GW MCP Server
Claim
An MCP server providing tools to query gravitational wave data from GraceDB and…
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| 35491 |
Rally MCP Server
Claim
An MCP server that provides AI assistants with tools for Mercado Libre and Shop…
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| 35492 |
Clueso
Claim
Make videos and docs with your AI agent — describe what you need, every output …
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| 35493 |
wikijs-mcp
Claim
MCP server to search and read documentation pages from a WikiJS instance via it…
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| 35494 |
VaultAssist
Claim
Enables natural language control over Google Workspace (Gmail, Drive, Calendar,…
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| 35495 |
claudex-strava-mcp
Claim
Connects Claude to your Strava fitness data, enabling natural language queries …
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| 35496 |
rules-as-code-mcp
Claim
Deterministic SNAP eligibility logic, exposed as auditable Model Context Protoc…
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| 35497 |
crawl4ai-mcp-server
Claim
Self-hosted MCP server that provides web scraping and crawling tools, integrati…
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| 35498 |
B2B lead generation tool: search Google Maps by 'plumbers in Austin', get back …
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| 35499 |
mautic-mcp
Claim
A lightweight MCP server that connects Claude AI to Mautic marketing automation…
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| 35500 |
Governance engine for MCP tool calls, providing deterministic rule enforcement …
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