AI & ML MCP Servers
Memory, reasoning, RAG and ML tooling.
1835 servers
Octopus Blackboard
Shared memory & coordination for AI coding agents — a blackboard, not an orchestrator.
Llm Bus
Coordinate multiple AI agents over MCP: atomic claims, leases, shared ledger, handoffs, tasks.
Mcp
575+ agent tools: data, AI gateway, storage/queues/watchers. x402 USDC, no keys, usage billing.
Engram
MCP adapter for Engram - organizational memory for AI agents
Mneme
Memory layer for AI coding assistants. Indexes git history + code, exposes via MCP.
Lore
Cross-agent memory over MCP: hybrid recall, knowledge graph, private/shared visibility, redaction.
Mcp Threatintel
Unified threat intel - OTX, AbuseIPDB, GreyNoise, abuse.ch, Feodo Tracker
Veracium
Provenance-aware memory for AI agents: quarantine, abstention gate, supersession-with-history.
Sdk
Memory + wallet for AI agents. Real payment rails, Agent FICO 300-850, Merkle audit, identity.
Recall
Open-source MCP memory server. Persistent, searchable, tiered memory across sessions.
Llmmcp
MCP server for real-time LLM API documentation — stop hallucinations
Sdk
Memory + wallet for AI agents. Real payment rails, Agent FICO 300-850, Merkle audit, identity.
Kortexio Memory
Hosted ambient memory for AI agents. Retrieve context and save notes via MCP tools with OAuth.
Strata
Self-hosted AI memory server. Persistent memory on your hardware, not the cloud.
Agendum
AI agent memory: task tracking, scoped work packages, decisions, and cross-session continuity
Memory Arbiter
Shared memory store for AI coding tools with dual-timeline conflict arbitration.
MarsNMe
Agent-agnostic memory backend that preserves continuity between humans and AI over time.
Hebbian Mind
Associative memory via Hebbian learning. Connections strengthen through use, decay through disuse.
Penfield Memory
Persistent memory and knowledge graphs for AI agents. Hybrid search, context checkpoints, and more.
Open Zk Kb
Shared, persistent memory for AI assistants, built on the Zettelkasten method.
Iranti
Persistent, shared memory for AI agents — facts, checkpoints, semantic search.
Image Recongnition
MCP server for AI-powered image recognition and description using OpenAI vision models.
Ragalgo
Dynamic RAG Engine preventing AI hallucinations in Korean Finance and Crypto markets.
Mnemo
Self-correcting agent memory + MCP server: recall, supersede/revert/review corrections, erasure.