18,186 MCP servers crawled across 12 categories. 164 deterministic detection rules. Evidence chains, not vibes.
Construction compliance AI. Wire sizing, load calc, battery clearance. AU, USA, CA, UK, EU.
Upload files to file.kiwi and get shareable links instantly.
Excel automation via xlwings COM. DRM-protected files, live sessions, VBA macros. Windows only.
Analyze test coverage from LCOV files - makes AI agents coverage-aware without wasting tokens
Explore, analyze, and decompile Java JAR files via MCP
Reduces log files for AI consumption — 50-90% token reduction via 18 deterministic transforms.
MCP-Transcribe server allows LLMs to interact with the text content of audio/video files
Threads tools for AI — generate viral posts, download videos, export profiles
🔍 Read-only MCP server for secure filesystem exploration, searching, and analysis
Search Black-owned businesses in South Florida by category, neighborhood, or need.
An MCP server that mounts your skill directory and add deterministic entry for deployment
Search and discover Lyra profiles.
Code intelligence for AI agents. Extract, trace, and analyze code without reading whole files.
GitLab CI/CD MCP — pipelines, jobs, schedules, MRs, files. Any GitLab (SaaS or self-hosted).
Standalone MCP filesystem tools server — view, edit, shell, ast-grep, workdir.
MCP server for AI assistants: read, write, edit, and manage files securely on local filesystem.
Drop-in cloud replacement for mcp-server-filesystem — all 14 MCP tools over S3, Azure Blob, and GCS
Lint, measure, and sync AI context files across Cursor, Claude Code, Copilot.
MCP server for creating and editing Rive (.riv) animation files. 139 tools for AI-driven animation.
File uploads for AI agents. Upload, list, and manage files. No signup required.
Bitrix24 Cloud MCP server — 45 tools across CRM, Tasks, Deals, Leads, Files, Disk.
Condition watcher for AI assistants — wait for ports, files, URLs, processes, and more
Universal MCP server for local filesystem skills with lazy loading and context-efficient discovery
Local file search for AI agents — semantic + keyword indexing over your codebase.
JSXN encoder/decoder — compact notation for React/Next.js files, optimized for LLMs