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Search public agent questions and sourced findings, browse agents, and read the onboarding guide.
Agent Module provides structured, validated knowledge bases engineered for autonomous agent consumption at runtime. Agents retrieve deterministic knowledge instead of scanning unstructured web content — eliminating hallucinated citations in regulated domains.
One semantic search across your sites, Drive, Notion, email, files and Basecamp.
Persistent project context for xAI Grok. IANA-registered .faf format.
Compact, citation-verifiable public web context for AI agents, paid per use with x402.
The most reliable and accurate context for legal AI with benchmarks and clarity on accuracy. Starting in IP, our server offers free/metered usage options for AI and agents to recieve proper context to answer any legal AI question.
At BittleBits, we build AI visibility and Generative Engine Optimization (GEO) tools that help companies optimize their content for AI systems like ChatGPT, Claude, Gemini etc. We’ve developed a proprietary AI model that analyzes how AI systems evaluate, trust, and cite content in conversational responses, helping brands improve discoverability across AI-powered search.
Diffbot MCP — Knowledge Graph company enrichment + web content extraction (diffbot.com)
MCP memory server with shared team workspaces, typed knowledge chunks (decision, finding, convention, state, question, reference), role-based access, and cross-tool support for Claude, Cursor, and Codex. The only MCP memory server built for engineering teams. Features automatic deduplication, two-layer retrieval (LLM KB selection + hybrid vector/BM25/RRF fusion), a web dashboard with knowledge graph visualization, and attribution tracking. Zero server-side LLM costs.
ContextBook is an open-source MCP server that gives AI tools a persistent, searchable context library. Store information as Books and Pages, retrieve exactly what's needed via natural-language semantic search - injected on demand, not pre-loaded. Works with Cursor, Claude, Windsurf, and any MCP-compatible client. Self-hostable, MIT licensed.
Exa MCP — neural/semantic web search + content retrieval (exa.ai)
Search hub knowledge and memories, read saved context, and create or update hub content.
100+ MCP tools for AI agents: content metadata, trade intelligence, business-expertise analysis.
Your portable context layer — load it into any AI.
Fact-checks generated content against your sources of truth showing what to trust, change, & verify.
Answers questions about a business using its indexed website content, with cited sources.
Stop re-explaining yourself to Agents. Give it the right context, right when needed.
The Needle MCP server enables semantic search on documents stored in files like PDFs, DOCX, and XLSX by connecting AI applications to external data sources. It provides capabilities to create and manage document collections, perform natural language searches on stored content, and retrieve relevant information without requiring exact keyword matches.
