AI & ML MCP Servers

School enrollment, graduation rates, demographics, finance, and Title I data

Monarch biomedical knowledge graph — diseases, phenotypes, genes, variants

What a domain publishes for AI agents: ai-catalog.json, llms.txt, agents.md, robots.txt rules. Free.

Nigerian & Commonwealth legal reasoning, RAG search, contract analysis, and citation verification.

MCP-native notes and memory for ChatGPT, Claude, and other AI tools.

Hosted MCP server: convert PDFs to clean, LLM-ready Markdown with tables, formulas and OCR.

Memory for deep conversational context across any platform

Persistent memory layer for AI tools. Save and recall notes across Claude and other MCP clients.

Persistent AI memory with shared team workspaces, typed knowledge chunks, and cross-tool support.

School enrollment, graduation rates, demographics, finance, and Title I data

Search, reuse, verify AI reasoning. Task marketplace with leaderboard. Zero-barrier, no auth.

Routes AI tasks to dynamic LLM-generated skills via an orbital classifier.

Independent AI code validation: test bias, edge cases, coverage gaps.

Pay-per-use semantic memory for AI agents. SHA256 commitment, Ed25519 sig, Lightning.

Self-hosted multi-user memory for AI agents: a human-readable Markdown wiki with per-fragment ACL.

A self-improving memory layer. Your memory, notes, tasks and goals, remembered everywhere.

AI session memory: the brief your AI reads before every session so no session starts cold.

AI agent security: prompt injection detection, semantic memory, output scanning, prompt hardening

Zero-auth MCP: image optimize, cited storage/format data, and dev utilities LLMs get wrong.

Turn any LLM into your lab assistant: search samples, track experiments, analyze data with AI.

MCP server for persistent, semantic memory across AI sessions

MCP-native notes and memory for ChatGPT, Claude, and other AI tools.

Provides tools to manage Memorystore for Valkey instances and backups.

Agent runtime with typed memory, knowledge and code graphs, plus file and web tools