AI & ML MCP Servers

Event-sourced knowledge graph memory for AI coding agents with semantic search

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

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

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

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

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

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

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

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

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

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

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

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

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

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

Cross-session memory for Claude over MCP — prioritised briefs, supersession, cross-project recall.

Score your specs before feeding them to an LLM. MCP server with radar chart visualization.

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

Token cost math for LLM API calls: verified per-1M-token rates for 69 models, 17 providers.

Self-hosted remote MCP memory server for ChatGPT and AI agents.

Replicate MCP server - image, video, audio, speech, LLM, vision, upscale, 3D, training. 36 tools.

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

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

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