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AI Constraint Engine with AI Patch Firewall. 42 MCP tools. Patch Gateway (ALLOW/WARN/BLOCK verdicts), diff-native review (10 scored signals, hard escalation rules), Spec Compiler, Code Graph, Typed co
Give Claude your Slack. 16 self-hosted tools for channels, search, replies, reactions, unread triage, and user search. Self-host free or use Slack MCP Cloud for Claude-first managed transport, Gemini
Run Python code in a secure sandbox without local setup. Declare inline dependencies and execute snippets instantly. Prototype, test, and share reproducible results with ease.
### TimeSlope MCP Server **Automated Economic analysis via MCP over FRED data** Plug your agent into FRED and get quick, decision-ready insights. TimeSlope finds the right series and summarizes what
Provide comprehensive flight and accommodation search capabilities using the Duffel API. Search for one-way, round-trip, and multi-city flights, get detailed flight offer information, and find travel
**An MCP server and Python utility library for converting JSON data and system prompts to and from TOON format.**
Search and retrieve UAB Research Computing documentation on Cheaha, SLURM, software, storage, and support. Get quick-start guidance for Cheaha, find office hours and contacts, and open full pages for
AI-powered web search via Parallel API. Returns ranked results with LLM-optimized excerpts. Use for up-to-date research, fact-checking, and domain-scoped searching.
Search and retrieve academic papers directly from arXiv with advanced query capabilities. Extract full text from PDFs to generate summaries, literature reviews, and side-by-side comparisons. Track cit
Explore the Arch Linux ecosystem with fast search across the Arch Wiki, AUR, and official repositories. Manage packages, updates, mirrors, and logs with built-in safety checks and clear, structured re
Provide AI-powered security analysis and safety instruction tools to protect AI agents during MCP interactions. Analyze text content for harmful or inappropriate material and enhance user prompts with
Discover co-authors and collaboration networks for any researcher. Extract research interests and keywords from scholar profiles to understand expertise. Accelerate literature review and team scouting