MCP Server Quality Scores
Independent quality analysis of 69400 public MCP servers
Last updated 4 hours, 45 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 39151 |
mcp-skatteetaten
Claim
Enables AI assistants to query Norwegian tax data, submit reports, look up popu…
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| 39152 |
groww
Claim
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| 39153 |
mcp-gwansang
Claim
Extracts deterministic facial features from photos locally using MediaPipe, ret…
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| 39154 |
godot-ui-feedback-mcp
Claim
Captures real Godot UI screenshots and node metadata to enable a browser-annota…
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| 39155 |
Mediabox MCP
Claim
Self-hosted media server with AI-powered management via MCP, providing tools fo…
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| 39156 |
xhs-mcp
Claim
A lightweight MCP server that provides read-only access to Xiaohongshu (Little …
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| 39157 |
HSH Data-on-Demand
Claim
Made-to-order data for AI agents via x402 micropayments on Base. Describe a nee…
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| 39158 |
telesign-mcp
Claim
Enables AI assistants to send SMS messages, verify phone numbers via OTP, asses…
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| 39159 |
contextium-mcp-server
Claim
MCP server for Contextium — pipe team SOPs, coding standards, agents, skills, a…
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| 39160 |
vault-mcp
Claim
Enables personal knowledge management through Claude Desktop, allowing users to…
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| 39161 |
AgenTest
Claim
AI-driven mobile app testing via MCP, enabling AI coding agents to test Android…
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| 39162 |
mcp-apple-calendar
Claim
A lightweight MCP server for Apple Calendar on macOS that uses a Swift helper t…
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| 39163 |
mcp-db-analyzer
Claim
A Model Context Protocol (MCP) server that gives AI assistants deep visibility …
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| 39164 |
server
Claim
Get daily-close, noise-filtered market context for Korean stocks and crypto, sc…
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| 39165 |
enrichment
Claim
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| 39166 |
govtoolspro-mcp-server
Claim
Workflow tools for US federal contractors — go/no-go bid scoring, incumbent int…
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| 39167 |
claude-computer-use-mcp
Claim
Wraps OpenAI Codex's computer-use engine to provide MCP tools for Windows scree…
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| 39168 |
MCP server for enterprise authentication and authorization — JWT validation, OI…
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| 39169 |
mcpolyglot
Claim
One config, one CLI that turns your databases (Postgres, MySQL, SQLite, MongoDB…
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| 39170 |
solblade
Claim
AI-native Solana wallet CLI with scoped MCP server, enabling AI agents to manag…
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| 39171 |
InboxAPI CLI
Claim
Provides an AI agent with its own email address to send, receive, and manage em…
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| 39172 |
mcp-server-go-quality
Claim
One MCP server for golangci-lint, govulncheck, and nilaway — a unified Diagnost…
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| 39173 |
lark-mcp
Claim
Connects Claude Desktop App to your Lark workspace, enabling Claude to read wik…
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| 39174 |
Nexus MCP Server
Claim
Enables AI assistants to interact with Nexus projects, allowing management of p…
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| 39175 |
mcpify
Claim
Converts any OpenAPI specification into an MCP server, allowing AI assistants t…
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| 39176 |
EvidenceGene Court
Claim
Adversarial autonomous DFIR. A court of AI agents — Prosecutor, Defender, Arbit…
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| 39177 |
gramps-ez-mcp
Claim
Enables natural language queries about family tree data from a Gramps genealogy…
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| 39178 |
MCP keyword search
Claim
A Model Context Protocol server that enables keyword search within files, retur…
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| 39179 |
DMAP-AI MCP Server
Claim
MCP server for DMAP-AI drought monitoring and SPI drought analysis using NASA P…
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| 39180 |
Terraform MCP Assistant
Claim
A FastMCP-based server that provides a natural language interface to Terraform …
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| 39181 |
minecraft-ai-mcp
Claim
An MCP server that enables AI agents to play Minecraft with full bot capabiliti…
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| 39182 |
ODPS MCP Server
Claim
Read-only MCP server for Alibaba Cloud MaxCompute, enabling safe querying of al…
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| 39183 |
Cloudflare Image MCP
Claim
Image generation MCP server running on Cloudflare Workers, supporting multiple …
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| 39184 |
AgentOS
Claim
MCP server providing persistent memory, goal tracking, self-reflection, and bac…
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| 39185 |
sequential-thinking
Claim
Enables dynamic and reflective problem-solving through a structured thinking pr…
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| 39186 |
test
Claim
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| 39187 |
engain-mcp
Claim
Enables programmatic Reddit growth campaign management via the Engain API, incl…
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| 39188 |
gmail-mcp1
Claim
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| 39189 |
mcp-arcgis-henderson
Claim
Enables searching and querying City of Henderson open geospatial datasets (parc…
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| 39190 |
squire
Claim
Remote runtimes for validation and offload jobs.
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| 39191 |
Odoo MCP
Claim
Safety-first Model Context Protocol server for Odoo that enables AI assistants …
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| 39192 |
Israel Real Estate MCP
Claim
MCP server for querying Israeli government real estate data, enabling property …
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| 39193 |
release-gate
Claim
Pre-deploy security auditor for AI agent code — the risks generic SAST misses.
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| 39194 |
YouTube MCP Server
Claim
A local MCP server that connects Claude to your YouTube channel, enabling video…
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| 39195 |
mcp-ispkeeper
Claim
Read-only MCP server for ISPKeeper ISP management software, enabling querying o…
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| 39196 |
fuel-mcp
Claim
China fuel prices: gasoline and diesel across all 31 provinces with adjustment …
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| 39197 |
agent-notify
Claim
Enables AI agents and applications to send audio notifications with text-to-spe…
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| 39198 |
veil-mcp
Claim
An agent-native shell as an MCP server, designed for LLM agents (like Claude Co…
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| 39199 |
KotorMCP
Claim
MCP server for interacting with Knights of the Old Republic game installations,…
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| 39200 |
devpilot
Claim
Manages dev server lifecycles for AI coding agents, providing structured proces…
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