AI & ML MCP Servers

Undisk MCP: safe file memory for AI agents.

Validate tool-call args before execution. Returns LLM-friendly retry hints.

Chat forgets your training. AIm doesn't — an AI coach for Claude with persistent memory.

Size-aware exit cost, depeg risk & liquidity fragility for a Base token (x402, testnet).

Transform unstructured text into queryable semantic knowledge graphs.

Deterministic runtime safety for AI agents: scan PII, gate tool actions, verify LLM output.

Give your AI agent a memory and body on your iPhone: set alarms, ring your phone, over MCP.

Governed AI-agent memory, Evidence Ledger traces, evals, and portable context tools.

Disposable private vector search + semantic RAG for AI agents. x402 pay-per-call, no account.

Bounded tools for rendering, extraction, RAG, enrichment, local discovery and review analysis.

Food and nutrition data: search, macros, and comparisons

Persistent memory for Claude Code and Cursor. Stop re-explaining your project every session.

Local Markdown/Obsidian knowledge substrate for MCP agents with governed memory and hybrid search.

JSXN encoder/decoder — compact notation for React/Next.js files, optimized for LLMs

Discover, prove & serve small open specialist models: embeddings, rerank, extract — OpenAI-compat.

Persistent memory for AI agents. EU-hosted, privacy-first, hybrid recall, contradiction detection.

rag-knowledge-graph-mcp MCP server by MEOK AI Labs

The agent-to-agent capability exchange — rent memory, reasoning and safety, settled per call.

Geospatial AI MCP server — satellite imagery, embeddings, weather, GNS governance

ArkHive MCP: governed, tamper-evident local memory for AI agents. Where context gives meaning.

US federal contracts, grants, and spending awards

In-memory vector search with TF-IDF and cosine similarity. x402 micropayment.

Shared, persistent memory for AI agents — works with Claude, Kiro, Cursor, or any MCP client.

Hierarchical markdown memory palace for AI agents — structured palace navigation via MCP tools.