Tools
Browse everything AgentGraph has indexed (689 active tools).
A zero-LLM MCP server that replays recorded site maps instead of re-exploring browser routes.
AI / ML model accessBrowser automation & web scrapingMaps & locationMCP server for Skim code transformation. Compresses code 60-95% for LLM context optimization.
AI / ML model access- TheCrawlerMCP
Universal web scraper with LLM-ready markdown, RAG chunking, PDF/DOCX support.
AI / ML model accessDocument & PDF processing Delegate asynchronous coding jobs between Claude Code, Codex, Cursor Agent, and Pi.
AI / ML model access- PairgoraMCP
The reference surface for human-agent pairs. Seek pairs like yours via MCP. No platform LLM calls.
AI / ML model access Agent tracing, cost tracking, anomaly detection for LLM agents
AI / ML model accessMonitoring & observabilitySandboxed workspace MCP: file ops, argv-only run_command, list_files; BYO LLM prompts.
AI / ML model accessRemote ChromaDB vector database MCP server with streamable HTTP transport
AI / ML model accessDatabase querying & managementCompress logs, retrieval chunks, and code context into structured LLM-ready signal.
AI / ML model accessPost-tx outcome verification via LLM-as-judge. Zero Core Verify.
AI / ML model accessScan APIs for OWASP Top 10, LLM, and GraphQL security vulnerabilities.
AI / ML model accessSecurity & secrets managementAn MCP server that fuses LLM contextual intelligence with procedural code reliability.
AI / ML model accessJWT-gated LLM gateway: authenticate (bcrypt/JWT), then run a LangChain-on-Vertex Gemini completion.
AI / ML model accessJWT-gated LLM gateway: authenticate (bcrypt/JWT), then run a LangChain-on-Vertex Gemini completion.
AI / ML model accessGoogle-OAuth-gated LLM gateway: verify a Google ID token, then run a Gemini (Vertex AI) completion f
AI / ML model accessRun a prompt through a LangChain (system + human) chain over Gemini on Vertex AI; optional LangSmith
AI / ML model accessMonitoring & observabilityRun a prompt through a LangChain (system + human) chain over Gemini on Vertex AI; optional LangSmith
AI / ML model accessProxy Gemini (Vertex AI) completions wrapped in OpenTelemetry trace spans; returns the answer plus t
AI / ML model accessMCP server for image generation using multiple providers (Google Gemini, OpenAI, BFL FLUX)
AI / ML model accessImage, audio & video processing- OpenAI ImageMCP
OpenAI image generation MCP server for Model Context Protocol hosts
AI / ML model accessImage, audio & video processing