Discover MCP Servers

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Guard your dependency bumps: an MCP server that tells your AI agent which parts of YOUR code break when you upgrade a dependency, and verifies AI-written code against the installed API - static analysis, never runs third-party code.

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Web browsing superpowers for AI agents - one MCP server to scrape, crawl, extract, map, search, batch, research & monitor the web. Self-hosted, no API keys. Free Firecrawl alternative.

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Teach any AI agent how you use an MCP server – Soft-Landing to your AI integrations

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MCP server for Apache Kafka — monitor & manage clusters, topics, and consumer groups (with lag), with security modes and access-control flags.

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MCP server for Debezium / Kafka Connect — monitor & manage CDC connectors with security modes and access-control flags.

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MCP server providing AI assistants with safe, read-only access to SQL Server databases. AST-based query validation, rate limiting, and DBA diagnostic tooling.

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MCP server for Kubernetes — multi-cluster ops with security modes (read-only/read-write/admin) and access-control flags.

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MCP server for SQLite — query databases, inspect schemas, explain queries

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Open source natural language to SQL (NL2SQL) engine with schema validation and an MCP server for Claude and Cursor

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MCP server for mongodb atlas api. Internally uses mongodb-atlas-api-client

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MCP server for ClickHouse — explore, query, and manage with SQL-classification-based security modes and access-control flags.

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Safe-by-default MCP server for Microsoft Outlook mail (Microsoft Graph) — read, search, draft, send, reply, forward and organize email, with browser sign-in.