AI & ML MCP Servers

Long-term memory for AI agents: durable records, observable retrieval, governed context assembly.

Build searchable AI research knowledge bases with hybrid vector search directly in Claude Desktop.

Persistent knowledge-graph memory for AI agents, with local semantic search. No API keys.

Persistent local-first memory for AI agents: ground truths, failure firewall, recall over MCP.

Governed Nutanix Prism Central v4 ops: clusters/VMs/storage/DR/LCM/RCA, ETag-safe, 51 tools.

Japanese LLM security — prompt injection detection (jpi-guard) + PII masking (PII Guard). Free.

Deterministic prose linter for LLM text — flags AI slop, filler, buzzwords, hedges, clichés.

US macroeconomic data: inflation, jobs, GDP, energy, and Treasury yields

Personality Runtime for AI agents — persistent memory, personality, and relationships via MCP

Free, open MCP server for The Urantia Papers. 197 papers, 14,500+ paragraphs, 4,400+ entities.

Corporate credit data API for AI agents — bonds, leverage, guarantors, SEC filings

Drift-aware cross-agent memory · MCP/A2A · LongMemEval-S 56.6% · 1/15 Zep cost

Dev intelligence layer: 7 MCP tools for graph-powered codebase reasoning.

Local-first, source-cited memory for AI agents with proposal review, failure memory, and MCP tools.

Personal knowledge graph as an AI memory layer over MCP - read, save, and link your memories.

Korean stock market MCP — DART disclosures + KRX prices, English-first for global LLM analysts.

Build, validate, smoke-test & deploy Imperal declarative IR apps from any LLM or agent.

Deterministic repo architecture maps: auth coverage, blast radius, readiness score, diagrams

Cross-vendor AI memory over MCP. One semantic store, readable and writeable from every MCP client.

Persistent memory for Claude — 36 cited neuroscience mechanisms, local-first, hybrid retrieval.

Any URL to clean, LLM-ready Markdown for RAG. Strips ads, nav, and boilerplate.

Long-term memory for Claude Code, Cursor and any MCP client, with a searchable web dashboard.

Authenticated async Fable 5 Agent agent with status polling and artifact results.

18 tools: agent memory, API drift detection, and HMAC-signed trust receipts