AI & ML MCP Servers
Memory, reasoning, RAG and ML tooling.
1835 servers
Fartlek
A coach's morning report from your Garmin data, for any LLM via MCP.
LLM Brand Monitor
Track how 350+ AI models mention your brand — manage projects, run scans, analyze results
PromptOT
Manage, version, and publish LLM prompts with blocks, variables, and evaluations.
DataSnipe MCP
Extract structured data points from research papers and other documents with an LLM.
Tw Legal Rag
Citation-guarded retrieval over 22M Taiwan court judgments and administrative interpretations
Novyx MCP
Persistent memory for AI agents with rollback, audit trails, and semantic search.
Tools
Remote MCP server: fetch, search, Python, TTS, memory, image, video.
second-brain MCP
Self-maintaining knowledge vault: figure-level search, auto-wikilinks, and memory compression.
Ai Cost Analyzer
Analyze LLM API costs: token waste detection, caching savings estimates, model comparison
Context Cloud
Persistent AI memory with shared team workspaces, typed knowledge chunks, and cross-tool support.
Giskard Memory
Pay-per-use semantic memory for AI agents. SHA256 commitment, Ed25519 sig, Lightning.
Ai Validation
Independent AI code validation: test bias, edge cases, coverage gaps.
GitWhy — The Context Layer for Git
The shared AI context engine for git — save, search, and share the reasoning behind code changes.
Agent Magnet
Behavioral memory layer for AI tools. Learns preferences and context across Claude, Cursor, Codex.
Peon Mem
Local-first memory brain for AI coding agents: hooks capture sessions, beliefs injected per prompt.
Domain Memory
Local-first MCP server serving a project's business-domain knowledge to MCP-compatible agents.
DoneThat
Privacy-first work tracking with summaries, reports, coaching, and AI-ready long-term memory.
Tradememory Protocol
MCP memory for AI trading agents. Store trades, recall similar setups, track strategy performance.
Plexus
Typed on-prem knowledge graph for AI agents — read-only for humans, write-only for agents via MCP.
Memoir
Structured session journals for AI agents. Persistent memory across sessions.
Yaps Local Memory
Search and safely manage your private local Yaps Markdown vault from MCP clients.
ellmos Blender Use
Headless Blender asset QA over MCP: background script runs and FBX reimport verification.
Memory Fabric
File-first, local-first MCP memory for AI coding assistants: Markdown + YAML, no vector DB.
Enterprise Internal Knowledge Base: Production-Ready RAG + MCP
Production-ready RAG + MCP demo: eval-in-CI merge gate, Langfuse traces, structure-aware chunking.