MCP Server Quality Scores
Independent quality analysis of 67197 public MCP servers
Last updated 2 hours, 3 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 41101 |
mcp-bigquery-evals
Claim
A BigQuery MCP server with mandatory cost guardrails that dry-run every query b…
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| 41102 |
Giphy MCP Server
Claim
An MCP server that allows AI agents to search and retrieve GIFs using the Giphy…
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| 41103 |
A specialized MCP server for Argentine legal professionals, enabling legal rese…
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| 41104 |
Nuxt UI MCP Server
Claim
An MCP server that exposes Nuxt UI documentation and resources via a standardiz…
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| 41105 |
SWLC MCP Server
Claim
A lottery information query service for the Shanghai region that provides winni…
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| 41106 |
govee-mcp
Claim
Control a Govee BLE RGBIC LED strip from Claude (or any MCP client) over Blueto…
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| 41107 |
MCP4Acumatica
Claim
Enables Claude to interact with Acumatica ERP through a remote MCP server with …
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| 41108 |
Remote MCP for Universal Cart merchant readiness MCP, structured receipts, audi…
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| 41109 |
polygon-mcp
Claim
Enables querying real-time and historical financial market data for stocks, opt…
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| 41110 |
A behavioral threat hunting MCP server that focuses on adversary TTPs rather th…
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| 41111 |
katzilla
Claim
Unified data API for AI agents — 300+ free, public, and government data sources…
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| 41112 |
Provides AI coding assistants with access to ITK Dev Docker documentation and p…
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| 41113 |
vcp-mcp
Claim
Value Context Protocol tools: VCP/I tokens, CSM1 codes, VCP-Lite, and context e…
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| 41114 |
Leeroopedia MCP Server
Claim
MCP server that turns AI coding agents into ML/AI experts by providing best-pra…
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| 41115 |
neurolisp
Claim
White-box MCP workflow orchestrator for Claude Code. Sexpr workflows stored in …
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| 41116 |
@aix/kanbn-mcp
Claim
An MCP server that enables AI assistants to interact with Kan boards through th…
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| 41117 |
Quicken MCP Server
Claim
Converts Quicken QIF files into a queryable DuckDB database and exposes financi…
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| 41118 |
MCP server for the Runway Aleph model line. Enables creating edit video tasks, …
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| 41119 |
openserverless-mcp
Claim
An MCP server for OpenServerless that exposes action tools for creating, invoki…
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| 41120 |
Nexus MCP Server
Claim
Enables AI agents to interact with the Nexus blockchain, providing tools for qu…
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| 41121 |
perplexity-mcp
Claim
A Type 3 DAuth MCP server for Perplexity AI API that provides web search, chat,…
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| 41122 |
schema-org-mcp
Claim
MCP server enabling AI assistants to explore schema.org types, generate JSON-LD…
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| 41123 |
mcp-arr-suite
Claim
Enables interaction with the *arr media management suite (Sonarr, Radarr, Lidar…
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| 41124 |
berlin-search-service
Claim
Search Berlin administrative services by name or topic. Get detailed requiremen…
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| 41125 |
nahdd123
Claim
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| 41126 |
TracePulse
Claim
Runtime feedback MCP server for AI coding agents. It watches dev server logs, p…
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| 41127 |
Play ranked FluxDots matches against humans on a shared Elo ladder. Zero-depend…
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| 41128 |
firsty-mcp
Claim
An MCP server that wraps the Firsty telecom API, allowing AI agents to manage e…
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| 41129 |
Provides tools for scaffolding, validating, and maintaining Metalsmith plugins …
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| 41130 |
mcp-firecrawl
Claim
Web scraping and search MCP server that wraps Firecrawl API for URL discovery a…
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| 41131 |
etherlink-mcp-server
Claim
Enables interaction with the Etherlink blockchain, including balance checks, tr…
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| 41132 |
web-basics-mcp
Claim
A self-hosted MCP server providing web search and URL fetching tools, running l…
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| 41133 |
XAPS MCP Server
Claim
Pre-execution audit for autonomous agents. Independent receipt before irreversi…
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| 41134 |
phasefolio
Claim
Biotech rNPV/PoS engine for AI agents. Signed exports, evidence register, asset…
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| 41135 |
Helps systematically refine vague ideas into well-structured prompts through gu…
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| 41136 |
Enables AI tools to create, edit, and inspect KiCAD schematic files, including …
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| 41137 |
mcp-server-sros
Claim
Provides tools to view operational state and change configuration of Nokia SR O…
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| 41138 |
selenium-mcp
Claim
A production-ready MCP server that exposes Selenium 4 browser automation as MCP…
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| 41139 |
Jenkins MCP Server
Claim
Enables interaction with Jenkins CI jobs, including triggering and stopping bui…
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| 41140 |
circuit-sim-mcp
Claim
Provides circuit simulation capabilities via MCP, enabling creation, simulation…
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| 41141 |
runwayMCP
Claim
runwayMCP enables job seekers to evaluate US job postings by automatically chec…
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| 41142 |
NCBI Datasets MCP Server
Claim
Provides comprehensive access to the NCBI Datasets API, enabling genomic, taxon…
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| 41143 |
SIEMen
Claim
Enables AI agents to read, write, and search security findings, engagement memo…
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| 41144 |
Blender MCP Server
Claim
Enables AI-powered 3D content creation in Blender through natural language, inc…
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| 41145 |
osidb-mcp
Claim
MCP server for OSIDB (Red Hat Product Security's vulnerability management syste…
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| 41146 |
mcp-server-gsc
Claim
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| 41147 |
mcp-server-splunk-oncall
Claim
MCP server for the Splunk On-Call (VictorOps) API providing comprehensive incid…
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| 41148 |
@gstcranes/mcp-server
Claim
Provides access to public GST Cranes resources including company records, Crane…
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| 41149 |
Enables natural language management of Google Tag Manager resources including a…
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| 41150 |
airglow
Claim
Controls Philips Hue lights based on Claude Code session events, using color an…
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