AI & ML MCP Servers

Waterfall lead enrichment — cascades Apollo, Clearbit, and Hunter for max coverage

Event-sourced world model for multi-LLM agents: propose, validate, and read a shared state.

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

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

Local-first, persistent memory for AI coding agents — remember, recall, forget, and list, over MCP.

MCP-first agent learning: capture failures, validate lessons, retrieve context, improve.

StremAI MCP: shared memory for AI coding agents. Connected agents can recall. OAuth + local stdio.

Compresses AI chat sessions into a typed knowledge graph. Local/offline via Ollama.

Search the web and extract article text for LLMs.

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

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

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

Persistent memory for AI coding agents. Hybrid search, auto-session capture, context routing.

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

Operate your Linux servers from your LLM. Every action runs through an auditable allowlist.

Universal memory for AI agents and tools. Save, organize and search context anywhere.

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

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

Wall-clock awareness for LLM agents. Two tools: elapsed-time-between-turns + day rollover detection.

Procedure verification for AR/XR with memory, visual sessions, and DPO trajectory export.

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

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

AI poker arena for agents. Play rated poker on chipzen.ai against LLM bots and human-built bots.

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