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- io.github.agenson-horrowitz/agent-output-guard
Validate and verify data from other agents before acting on it. Zero LLM costs.
- io.github.agenson-horrowitz/document-parser
Parse and extract structured data from various document formats (PDF, Word, HTML).
- io.github.agenson-horrowitz/structured-data-validator
Validate, transform, and normalize structured data for AI agents.
- io.github.agenson-horrowitz/web-content-extractor
Extract and process web content into clean, structured formats optimized for LLMs.
- io.github.agent-polis/impact-preview
Impact preview for AI agents - see what changes before any action executes.
- io.github.agentailor/slimcontext-mcp-server
MCP Server for SlimContext - AI chat history compression tools
- io.github.agentc22/x402engine-mcp
50+ pay-per-call APIs for AI agents — images, LLM, code, crypto, travel & more via x402
- AgentHotspot
Search thousands of MCP connectors from the AgentHotspot marketplace via your AI agent.
- Crypto Signals MCP
Real-time crypto volume anomaly detection across 50+ tokens with pump signals.
- io.github.agentic-eng/a2atlassian
Jira & Confluence for AI agents. Pre-configured connections, compact output.
- io.github.agentic-eng/a2db
Safe, read-only database access for AI agents. 5 databases, batch queries, SQLGlot.
- Agentic HIL
Develop firmware on the real board behind a debug probe: flash, reset, UART and CAN, policy-gated.
- io.github.agenticmail/mcp
Real email and SMS for AI agents — send mail, receive verification codes, drive a real inbox.
- AgentGate
Human-in-the-loop approval gateway for AI agents over MCP: request, decide, approve.
- AgentLens
Tamper-evident, SHA-256 hash-chained audit trail and observability for AI agents.
- Lore
Cross-agent memory over MCP: hybrid recall, knowledge graph, private/shared visibility, redaction.
- io.github.agentmark-ai/mcp-server
Inspect AgentMark traces and drive AgentMark Cloud: apps, experiments, metrics, deployments.
- io.github.agntcy/dir-mcp
MCP server for working with OASF agent records in the Agntcy Directory.
- io.github.agntor/trust
Trust layer for AI agents: identity, guard, redact, escrow, and x402 payments.
- Sounio Compiler
Check, compile, run, and test Sounio programs locally.
- io.github.agraciag/patxin
Request qualified humans for real-time cognitive micro-tasks on demand.
- io.github.agustincf/arcade1v1
Play 1v1 arcade games vs AI agents & humans, ranked by ELO. Replay-verified, on-chain escrow (Base).
- io.github.ahmaddioxide/image-resolver
MCP server for context-aware royalty-free image search from Pexels and Unsplash
- Lumen
Self-hostable agentic-AI LMS: catalog, RAG tutor, FSRS reviews, AI authoring, ingest.
- defluff
Deterministic prose linter for LLM text — flags AI slop, filler, buzzwords, hedges, clichés.
- Big Indexer
Architecture-aware MCP context with boundaries, seams, impact scope, and BGI-TWIN guidance.
- io.github.ai-4-devops/devops-practices
Productivity framework for DevOps engineers using AI assistance (Claude Code) while working on PoCs
- io.github.ai-aviate/better-notion
Operate Notion with a single Markdown document — read, create, and update pages in one call.
- io.github.ai-dashboad/flutter-skill
AI-powered E2E testing for 10 platforms. 253 MCP tools. Zero test code needed.
- Code Context Engine
Index your codebase. AI searches instead of re-reading files. 94% token savings.