Research & Data

Inspect and automate WPF applications through semantically aware tools via the Model Context Protocol.

MCP server for Strava — bring your activities, segments, athlete data, and training history into AI agents via Model Context Protocol.

AI memory brain for Claude Code, Cursor, Copilot & Windsurf — 51 MCP tools. Persistent sessions, lessons learned, semantic search, Team Brain, managed Valkey/Redis. Free tier.

Meta-Agentic Ai Orchestration Platform For Developers and Data Scientists Developing Full-Cycle(E2E) AI Projects

Shared knowledge layer for human-agent teams. Agents search, classify, and manage knowledge alongside your team.

RAG MCP Registry Finder (RAGMap): subregistry API + MCP server + Firestore ingestion

Index codebases for AI agents with a single local binary providing semantic search, symbol graphs, and grep capabilities without API keys.

Automate coding tasks with a local-first AI runtime that features long-term memory and self-evolving capabilities.

Open-source private logbook with a local agentic layer. Long-living AI agents read what you record and propose what to do next. Hardware permitting, the models runs locally too. Matrix + Vodozemac for end-to-end encrypted sync between your own devices.

Secure AI agent tool calls by blocking destructive actions, redacting sensitive data, and enforcing human oversight with this universal security gateway.

ADAM — self-improvement layer for Claude Code. Observes session friction (corrections, retry loops, dead-ends, error loops, edit churn) via lightweight hooks and proposes targeted skills, memory entries, and agent edits. Auto-applies low-blast changes with cross-session evidence; queues everything else for review.

Provide Hermes agents with persistent semantic memory using SQLite truth storage and LanceDB vector retrieval for cross-session context management.

AI-powered skills for financial professionals. Comprehensive collection of finance, accounting, audit, and compliance skills for AI agents. IFRS/GAAP compliant with industry-specific applications.

Provide AI agents with modular skills to automate and manage Alibaba Cloud big data services using official APIs and SDKs.

Provide open-source tools to optimize content for AI-powered search engines and improve visibility with Generative Engine Optimization (GEO).

Provide Jina AI services as Unix commands for search, read, embed, rerank, and manage content with shell-style pipes and chaining.

Securely back up and restore encrypted data for OpenClaw agent systems with Avenger Initiative.

Generate research papers autonomously by chatting with OpenClaw, using Python 3.11+, with a self-evolving framework and extensive test coverage.

Provide AI-driven answers to SKF bearing attributes using C#, Azure Functions, Semantic Kernel, and local JSON datasheets with context tracking.

Benchmark whether agent skills actually improve research and engineering tasks.

Scout: structured OSINT research — lawful people, company, and organization research with full provenance.

Fellow: experimentation engine — runs controlled benchmark experiments to validate skill improvements.

Corvus: pattern analysis engine — scans knowledge graph and journals to surface behavioral patterns and opportunities.

Reach: real-time world-data query engine — stock prices, weather, news, and live data on demand.