18,186 MCP servers crawled across 12 categories. 164 deterministic detection rules. Evidence chains, not vibes.
MCP server for Scrapy request inspection and debugging
Symbol Delta Ledger MCP Server - Cards-first code context for polyglot repositories
MCP server that indexes codebases into an AST knowledge graph with semantic search, call graph traversal, and HTTP route tracing
MCP for public datasets OpenDOSM (Developed by Seah Boon Keong) What it delivers: - 163 curated datasets (Department of Statistics Malaysia + sources) - Programmatic tools: discover, query, get latest, correlation, ARIMA forecasts (with fallback) Benefits: Accessibility - Economists, analysts, and policymakers can interact without technical barriers. Speed - Instant retrieval of complex datasets. Ability to support forecast and correlation features. Integration - Enable integration to dashboards that supports MCP. Sample Queries 1. What are the monthly CPI trends overall and by division (food, transport, housing)? 2. Which items are driving food inflation vs core inflation? 3. How sensitive is GDP growth to changes in key subcomponents (investment, consumption)?
Manage smart locks and access codes across your Seam-connected devices. Check lock status, lock or unlock doors, and create, update, or delete time-bound access codes for one or many locks. Streamline property operations and guest access with bulk code management.
Code intelligence for LLMs. Analyze, search, and retrieve code from any public git repository.
MCP Server for search-docs - Claude Code integration
SecureCodeHQ MCP Server - Let Claude Code access your secrets securely
Security AI MCP Server - Advanced security testing and automation framework with 70+ tools
MCP server for Selenide browser automation — pure Java, zero config
A Git MCP server that doesn't suck
Sellable MCP server for Claude Code and Codex campaign workflows
Semantic code retrieval MCP Server — natural language → relevant code snippets, with incremental sync and file watching
Transforms engineering standards from passive documentation into an active mentor by intelligently injecting relevant portions of a 57-section rulebook based on file types and operations, maintaining session memory of architectural decisions, and providing validation tools for consistent code quality and architectural compliance across development teams.
Reverse any sentence instantly to see words in the opposite order. Generate playful phrasing, test palindromes, or analyze sentence structure. Speed up text manipulation for editing, education, or fun.
MCP server for Sentinel prediction markets — trade as an AI agent via Claude Desktop, Cursor, or Claude Code
Entity resolution — data mapping, SDK code generation, docs search, and error troubleshooting
Local-first MCP server for Claude/Codex project wiki and graph workflows
Enables serial port communication with embedded devices and hardware through configurable connection parameters, multiple data encodings, and session management for IoT development, firmware debugging, and hardware automation.
Buggregator — a single-binary debugging server for PHP. Captures exceptions, dumps, emails, profiling, logs in real-time UI. Sentry, Ray, VarDumper, SMTP, Monolog, Inspector, XHProf and more.
ShapeItUp MCP server — scripted CAD tools (Replicad/OpenCascade) for Claude Code, Cursor, Claude Desktop, and other MCP clients.
Debug production issues using Shipbook logs and Loglytics error insights.