MCP Server Quality Scores
Independent quality analysis of 66502 public MCP servers
Last updated 48 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 53501 |
Motus
Claim
Enables agents to search airports and find group meetup flights for multiple tr…
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| 53502 |
FB Ads MCP Server
Claim
Provides tools to access Facebook Ads campaign data, insights, and account spen…
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| 53503 |
Konsilium
Claim
Enables privacy-first medical document analysis with multi-perspective AI revie…
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| 53504 |
cf-mcp-server
Claim
Deploy a remote MCP server on Cloudflare Workers without authentication. Easily…
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| 53505 |
aspen-mcp
Claim
Enables natural language control of Aspen Plus for chemical process simulation,…
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| 53506 |
Search and license 217,000+ authentic vintage 8mm home movie clips from the 193…
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| 53507 |
Kafka MCP Server
Claim
Enables interaction with Kafka clusters via MCP, supporting topic management (l…
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| 53508 |
adobe-firefly-mcp
Claim
Local MCP server that uses Playwright browser automation to enable Claude Code …
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| 53509 |
database-mcp-server
Claim
A Model Context Protocol server for unified database access and management, sup…
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| 53510 |
Warden
Claim
Register every AI agent, log every action, prove it. EU AI Act compliance built…
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| 53511 |
MCP server that verifies restaurant booking outcomes by reconciling API claims …
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| 53512 |
forensic-deepdive
Claim
Persistent code knowledge graph + 9 composite MCP tools for AI coding agents.
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| 53513 |
roistat-mcp
Claim
Enables Claude Desktop to interact with Roistat analytics, orders, statistics, …
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| 53514 |
NANO MCP Server
Claim
MCP server for NANO cryptocurrency operations, enabling AI agents to generate w…
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| 53515 |
Translate HTML prototypes into Figma using your design system's real components…
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| 53516 |
mcp-prose-memory
Claim
Persistent memory server for MCP clients that stores structured facts as JSON a…
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| 53517 |
google-image-search-mcp
Claim
Enables AI assistants to search, download, and analyze Google images via SerpAP…
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| 53518 |
MCP Toolkit Server
Claim
A Model Context Protocol server providing tools for DB queries, API calls, file…
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| 53519 |
MCP Concierge
Claim
A local stdio MCP concierge that aggregates multiple remote MCP servers, forwar…
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| 53520 |
expression-atlas
Claim
Enables querying the EBI Expression Atlas for gene expression data across speci…
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| 53521 |
PathCourse Health (PCH)
Claim
Cheaper LLM inference, USDC agent payments via x402, agent identity / reputatio…
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| 53522 |
Lark MCP Custom
Claim
Enables interaction with Feishu (Lark) via MCP for sending messages, managing c…
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| 53523 |
Three translation options per phrase, casual to formal, with register context a…
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| 53524 |
pop-pay
Claim
Project Point One Percent - Agent Pay \[pop-pay] is a payment guardrail and one…
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| 53525 |
fallestatepaper-mcp
Claim
MCP server for foldkit that exposes 7-prime spine, 7 κ-bands, and 6 fold operat…
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| 53526 |
groupdocs-signature-mcp
Claim
MCP server for GroupDocs.Signature — sign, search and verify document signature…
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| 53527 |
codeweb
Claim
Your agents break less code and burn fewer tokens — a deterministic call graph …
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| 53528 |
concordance
Claim
Deterministic claim verification with receipts across ~60 domains. No model in …
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| 53529 |
tribal
Claim
Self-hosted semantic memory server, served over MCP, for an engineering team's …
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| 53530 |
An MCP server protected by Cloudflare Access, validating JWTs to conditionally …
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| 53531 |
Bridges the Model Context Protocol to the Tabular Object Model, enabling natura…
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| 53532 |
ai-visibility-mcp
Claim
Enables AI agents to check whether AI assistants recommend a brand and audit a …
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| 53533 |
Service Economics
Claim
Free service management tools — playbooks, benchmarks, and instant service heal…
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| 53534 |
Magic UI MCP Server
Claim
A foundation for building interactive applications using the Model Context Prot…
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| 53535 |
mcp
Claim
Stateful OpenAPI sandbox for AI agents to validate API integrations end-to-end.
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| 53536 |
mcp-poc
Claim
A minimal MCP server with four tools (add, greet, text_stats, divide) demonstra…
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| 53537 |
Rippling MCP Server
Claim
Provides 50+ tools for interacting with Rippling's HR platform, including emplo…
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| 53538 |
max-mcp
Claim
An MCP server for the MAX Exchange (MaiCoin) V3 REST API, enabling market data …
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| 53539 |
Nutanix AIops
Claim
Governed Nutanix Prism Central v4 ops: clusters/VMs/storage/DR/LCM/RCA, ETag-sa…
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| 53540 |
Coveo MCP Server
Claim
Enables AI agents to query Coveo's unified index for search, passage retrieval,…
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| 53541 |
mcp
Claim
MCP (Model Context Protocol) server for Appwrite
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| 53542 |
Peekaboo
Claim
A macOS automation tool that provides high-fidelity screen capture, AI analysis…
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| 53543 |
AI email inbox and sending tools with attachments, search, live events, and web…
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| 53544 |
agentdataboundary-mcp
Claim
Permission boundary receipts for ChatGPT agents.
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| 53545 |
memory
Claim
Persistent long-term memory for AI agents: semantic search, knowledge graph, an…
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| 53546 |
agent-cms
Claim
Agent-first headless CMS running as a Cloudflare Worker, providing MCP servers …
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| 53547 |
linkedin-marketing-mcp
Claim
Automates LinkedIn B2B marketing tasks such as profile search, company analysis…
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| 53548 |
mcp-rag-assistant
Claim
MCP server that provides 8 local RAG tools using LlamaIndex and Ollama, enablin…
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| 53549 |
Mindcase
Claim
Access 30+ data collection agents from Claude with natural language.
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| 53550 |
byakugan
Claim
Private, on-device AI-text analysis including detection, AI-tell spans, and reu…
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