MCP Server Quality Scores
Independent quality analysis of 33379 public MCP servers
Last updated 3 hours, 5 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 32601 |
Access high quality transcripts for podcasts. Updated in real-time as new episo…
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| 32602 |
agent-cost-meter
Claim
Gives your agent spending awareness it doesn't have natively. Tracks cumulative…
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| 32603 |
Food-Recipe-MCP
Claim
"Semantic search over 50,000+ recipes using hybrid dense+sparse retrieval with …
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| 32604 |
MCP server for FireCrawl web scraping integration
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| 32605 |
mcp
Claim
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| 32606 |
Substack MCP Server
Claim
Enables interaction with Substack publications through natural conversation, al…
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| 32607 |
Opendraft
Claim
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| 32608 |
ayame-chamber-rules
Claim
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| 32609 |
America's Law Graph
Claim
Provides access to 529,000+ US statute sections across all 50 states and federa…
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| 32610 |
Swagger to MCP
Claim
Automatically converts Swagger/OpenAPI specifications into dynamic MCP tools, e…
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| 32611 |
tonmcp
Claim
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| 32612 |
ragalgo-v3
Claim
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| 32613 |
Canvas LMS MCP Server
Claim
Connects Claude to Canvas LMS accounts, enabling natural language queries about…
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| 32614 |
cryptoiz
Claim
Solana DEX whale intelligence: alpha, divergence, accumulation, BTC regime via …
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| 32615 |
optics-mcp
Claim
Search Sunex lenses and imager sensors, match compatible optics, get pricing. N…
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| 32616 |
scan_your_ai_toolkit
Claim
Scan for AI tools and agents - MCP servers & CLIs for scanning, auditing, and m…
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| 32617 |
Blender MCP Server
Claim
Enables AI agents to control Blender 3D through 27 tools for scene manipulation…
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| 32618 |
Enable seamless integration with decentralized data marketplaces by providing a…
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| 32619 |
seyfiland
Claim
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| 32620 |
Transforms Claude into a production-grade pair programmer by orchestrating best…
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| 32621 |
MCP Câmara BR
Claim
Enables interaction with the Brazilian Chamber of Deputies Open Data API, provi…
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| 32622 |
Blender MCP Server
Claim
Connects AI assistants to Blender for controlling 3D modeling operations throug…
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| 32623 |
MCP server for interacting with Pulumi using the Pulumi Automation API and Pulu…
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| 32624 |
Supercharged Claude Code Official Telegram plugin — threading, voice messages 2…
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| 32625 |
mimari-ai
Claim
Turkey Building Regulations & Architectural Standards AI Assistant. 147 regulat…
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| 32626 |
Orchestrator MCP Server
Claim
Bridges Claude Code to a Cloud Orchestrator API, providing access to multi-AI c…
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| 32627 |
mimari-ai
Claim
Turkey Building Regulations & Architectural Standards AI Assistant. 147 regulat…
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| 32628 |
spm-analyzer-mcp
Claim
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| 32629 |
thumbgate
Claim
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| 32630 |
mcpgrowcrm
Claim
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| 32631 |
mifactory-logic-verifier
Claim
Verify AI agent reasoning and logic for errors and contradictions. Pay-per-use.
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| 32632 |
mcp-check-licenses
Claim
Audit dependency licenses for compatibility issues. Flags GPL/AGPL conflicts.
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| 32633 |
An MCP server (and command-line tool) to provide a dynamic map of chat-related …
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| 32634 |
Deploys a Model Context Protocol server on Cloudflare Workers that enables AI m…
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| 32635 |
An MCP server that enables users to read, search, and analyze PDF documents. It…
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| 32636 |
Overdrive Intel
Claim
AI coding ecosystem intelligence — breaking changes, tools, security alerts fro…
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| 32637 |
allai
Claim
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| 32638 |
DevOps Helper MCP
Claim
Provides tools and slash commands to onboard developers and manage DevOps workf…
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| 32639 |
google-ads
Claim
Google Ads MCP server — manage campaigns, keywords, and metrics.
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| 32640 |
africa-api-mcp
Claim
MCP server for Africa API — access data on all 54 African countries through Cla…
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| 32641 |
Structured observability for AI agents. Trace steps, decisions, and errors. MCP…
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| 32642 |
Task Breakdown
Claim
Break down complex problems into clear, actionable steps. Adapt on the fly by i…
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| 32643 |
test1
Claim
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| 32644 |
smithery-mcp
Claim
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| 32645 |
Language Detector API
Claim
Detect language from text via trigram analysis. 30+ languages, script detection…
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| 32646 |
test
Claim
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| 32647 |
healthcare-mcp-public
Claim
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| 32648 |
🧠 Autonomous AI Trading Agent & Multi-Chain Flash-Arb Engine (v2.0 Beta). Power…
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| 32649 |
kustodia-escrow
Claim
Agentic escrow payments — fiat + crypto, 36 MCP tools, 10 chains, FHE privacy
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| 32650 |
Enables AI assistants to save and manage question-and-answer pairs within a str…
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