MCP Server Quality Scores
Independent quality analysis of 69448 public MCP servers
Last updated 1 hour ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 36451 |
mcp_hello-world
Claim
A minimal MCP server that responds with 'hello' at the /hello endpoint, serving…
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| 36452 |
operational-data-mcp
Claim
MCP server that unifies real-time telemetry from industrial systems into a sing…
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| 36453 |
graphql-rest-bridge
Claim
Cloudflare Workers MCP server: graphql-rest-bridge
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| 36454 |
nexus-mcp
Claim
MCP server that wraps the nexus CLI, giving AI agents cross-session memory, sem…
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| 36455 |
K8s Observability MCP
Claim
Enables exploration of Kubernetes metrics, logs, traces, and service graph data…
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| 36456 |
claude-prompt-optimizer
Claim
Scores, compiles & optimizes prompts for any LLM. Zero AI calls inside. Freemiu…
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| 36457 |
Query Airbrake errors, notices, deploys, and project stats from MCP clients
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| 36458 |
Enables natural language control of ArduPilot drones via MAVLink, supporting ar…
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| 36459 |
korea-realty
Claim
Korean real estate: court auctions, 10M+ MOLIT records, subscription notice fac…
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| 36460 |
UserGate MCP
Claim
Offline-first Model Context Protocol server for UserGate public documentation, …
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| 36461 |
gocreative-wedge-mcp
Claim
OFAC/PEP sanctions screening, KYB, company & people enrichment tools for AI age…
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| 36462 |
NINSAÚDE MCP Server
Claim
A comprehensive MCP server for integrating with the NINSAÚDE Clinic API, provid…
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| 36463 |
Film photography data for agents: 68 film stocks, 60 cameras, and a paid instan…
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| 36464 |
RT-Prompt
Claim
Provide specialized prompt engineering suggestions to enhance LLM-generated con…
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| 36465 |
mcp-frankfurter
Claim
Wraps the Frankfurter API to enable currency exchange rate queries and conversi…
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| 36466 |
agent-audit-mcp
Claim
Immutable audit trail for agent-to-agent interactions
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| 36467 |
leiga_mcp_smithery
Claim
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| 36468 |
Denmark Peppol/NemHandel e-invoices for AI agents: send, check recipient, get d…
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| 36469 |
docs-mcp
Claim
Indexes documentation sites by base URL and serves keyword search, optional sem…
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| 36470 |
PocketFlow MCP Server
Claim
Brings the PocketFlow tutorial generation methodology to AI assistants, automat…
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| 36471 |
ai-mcp-server
Claim
A local MCP bridge that registers multiple AI API endpoints, enabling agents to…
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| 36472 |
moderngl-docs-mcp
Claim
Enables hybrid keyword and semantic search over ModernGL documentation using FT…
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| 36473 |
GuardX
Claim
A keyless, defensive code-security auditor that scans codebases for hardcoded s…
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| 36474 |
voxcpm-mcp
Claim
Enables text-to-speech synthesis and voice cloning using VoxCPM2 diffusion mode…
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| 36475 |
Aiven MCP
Claim
Provision PostgreSQL, manage Apache Kafka, and deploy apps with Aiven - all fro…
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| 36476 |
FinScreen
Claim
Loan officer assistant that uses Claude AI and Plaid banking API to assess loan…
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| 36477 |
GitHub Prod MCP
Claim
A production-ready MCP server for GitHub operations, providing tools for reposi…
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| 36478 |
magic-mcp
Claim
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| 36479 |
GLPI MCP
Claim
MCP server allowing an AI assistant to interact directly with your GLPI instanc…
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| 36480 |
claude-cursor-mcp
Claim
Enables Claude.ai to interact with the Cursor editor to read files, write code,…
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| 36481 |
execution-proofs
Claim
Verifies AI agent completion claims by checking that claimed output files exist…
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| 36482 |
MCP WooCommerce Server
Claim
Enables AI assistants to interact with WooCommerce stores through 37 specialize…
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| 36483 |
wpf-dev-pack-mcp
Claim
Serves WPF Dev Pack knowledge topics to AI agents from a local repo clone.
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| 36484 |
mixamo-mcp
Claim
Enables Claude Code to automate Mixamo: browse/search animations, upload custom…
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| 36485 |
CloudZIR MCP Server
Claim
An enterprise-grade MCP server providing integrated system prompts and context …
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| 36486 |
codegraph-mcp
Claim
MCP server that enables intent search over Python call graphs inside Cursor, re…
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| 36487 |
MCP Time Server
Claim
A remote MCP server that provides tools for getting the current time in differe…
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| 36488 |
discord-py-self-mcp
Claim
Comprehensive Discord selfbot MCP server enabling AI assistants to manage messa…
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| 36489 |
Search GBIF species taxonomy, occurrence records, datasets, and publishers.
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| 36490 |
idea-reality-mcp
Claim
Pre-build reality check for AI coding agents — searches 5 real databases (GitHu…
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| 36491 |
obsidian-brainstorm
Claim
Connects Claude Desktop to an Obsidian vault, enabling reading, searching, capt…
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| 36492 |
The Cirra AI MCP server provides comprehensive Salesforce administration and da…
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| 36493 |
Enables AI agents to deploy Power BI reports to Microsoft Fabric by automating …
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| 36494 |
merakimcp
Claim
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| 36495 |
FanOracle
Claim
AI-powered comic book authentication, grading, and valuation, secured on the Ca…
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| 36496 |
ContextVM MCP Bridge
Claim
Enables LLMs to interact with ContextVM services (Event Sourcing + FSM + DDD) b…
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| 36497 |
voiceos-todoist
Claim
Enables voice control of Todoist tasks via VoiceOS, with optional Apple Reminde…
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| 36498 |
Provides investigation tools for Cloudflare CCF data in Microsoft Sentinel, ena…
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| 36499 |
oncrawl-mcp-server
Claim
MCP server that exposes OnCrawl's API for use with Claude Code and Claude Deskt…
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| 36500 |
infinity-bemind
Claim
Enables querying sprint board capacity and task data for a team, allowing Claud…
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