AI & ML MCP Servers

MCP RAG: index PDFs, repos, YouTube, Discord, text; optional YouTube vision; query with citations.

Persistent memory + causal root-cause analysis for AI coding agents. 126 MCP tools. EU, GDPR.

Keyless: verify agent identities & RDAP for a /128. With a key: register, govern & egress agents.

Word search, crossword, and sudoku generators, printable PDF worksheets, and verifiable LLM evals.

Persistent memory for AI agents. Store, recall, and share knowledge across sessions.

GraphQL gateway for LLMs. Handles huge GitHub GraphQL & @neo4j/graphql schemas without crashing

Graph-native memory for AI agents: a knowledge graph built from conversation, via MCP.

Gateway between LLM agents and world data through eight tools and a bundled endpoint catalog.

Find the LLM/AI calls you didn't need — where plain code or a regex does the job. No model.

LLM-operable Midjourney pipeline: 21 MCP tools to compose, generate, curate with vision, and log.

AI memory across Claude, ChatGPT, Gemini, and Cursor. Save, search, and recall context everywhere.

Persistent memory for AI agents. recall, remember, checkpoint — soul preservation.

Reddit reader for LLMs — full comment trees, 94% fewer tokens, one binary

Gateway between LLM agents and world data through eight tools and a bundled endpoint catalog.

Selects the minimum code an LLM needs to review a git diff

Cognitive architecture MCP server with memory, learning, and contextual understanding

Cross-platform shared memory and ticket coordination for AI agents across MCP clients.

Securely give LLMs controlled access to real-world operations inside your Files.com environment

Cross-session memory for Claude Code — context capture, semantic search, recall

Shared long-term memory vault for AI agents with 20 MCP tools.

Java profiling with AI agent integration. Profile CPU, memory, JDBC, HTTP and more.

A collaborative substrate over your data: vector, knowledge graph, SQL, geospatial, streaming.

Persistent project memory for AI coding agents: one compact digest instead of re-reading the repo.

LLM-assisted biomedical literature screening and extraction for PubMed, GEO, and preprints.