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AI & ML MCP Servers

Memory, reasoning, RAG and ML tooling.

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1835 servers

Anneal Memory

Two-layer memory for AI agents with an immune system. Zero dependencies.

9
Rank#55.21
Python
ClaudeCursorClineWindsurf

Lightning Memory

Decentralized agent memory for the Lightning economy. Nostr identity, L402 payments.

9
Rank#61.8
Python
ClaudeCursorClineWindsurf

CAPI Gateway

Apache Camel API Gateway with REST-to-MCP bridging for LLM agents.

9
Rank#55.21
Docker
ClaudeCursorClineWindsurf

Agentic Task System (ATS)

MCP server giving AI agents persistent task memory across TickTick, Notion, GitHub, Linear & Beads

9
Rank#57.64
TypeScript
ClaudeCursorClineWindsurf

Engram

Git-backed markdown memory for AI agents; search hides superseded and archived notes.

9
Rank#55.21
Docker
ClaudeCursorClineWindsurf

kg

Local knowledge graph memory MCP server for AI assistants.

9
Rank#51.05
ClaudeCursorClineWindsurf

Media Gen

MCP server for OpenAI Images/Videos and Google GenAI (Veo) media generation.

9
Rank#60.71
TypeScript
ClaudeCursorClineWindsurf

Gitmem

Persistent institutional memory for AI coding agents. Memory that compounds.

9
Rank#51.05
TypeScript
ClaudeCursorClineWindsurf

Token Compressor

Compress prompts 40-60% using local LLM + embedding validation. Preserves all conditionals.

9
Rank#57.64
Python
ClaudeCursorClineWindsurf

Octobrain

Persistent memory for AI assistants with semantic search and knowledge graph relationships.

9
Rank#55.21
ClaudeCursorClineWindsurf

OpenAI Tools MCP Server

Focused MCP server for OpenAI image/audio generation (v2.0.0). Wraps endpoints via HAPI CLI.

8
Rank#48.94
ClaudeCursorClineWindsurf

Artel

Self-hosted shared-memory & coordination mesh for AI agent fleets. You host it; agents connect.

8
Rank#48.94
ClaudeCursorClineWindsurf

nMEMORY

Memory your agent can trust — every answer carries its source; when it doesn't know, it says so.

8
Rank#48.94
ClaudeCursorClineWindsurf

Mcp Transcribe

MCP-Transcribe server allows LLMs to interact with the text content of audio/video files

8
Rank#61.42
ClaudeCursorClineWindsurf

Dakera

Agent memory engine — 86 MCP tools, self-hosted, single Rust binary

8
Rank#48.94
Docker
ClaudeCursorClineWindsurf

Lynx

100% local MCP server for semantic code search: AST chunking, hybrid retrieval, code knowledge graph

8
Rank#53.1
Python
ClaudeCursorClineWindsurf

Hot Memory

Two-tier memory: hot cache (0ms) + semantic search. Self-organizing.

7
Rank#53.18
Python
ClaudeCursorClineWindsurf

Agent Memory

Git-native project memory for AI coding agents: Markdown source of truth, reviewable, secret-safe.

7
Rank#46.59
TypeScript
ClaudeCursorClineWindsurf

Wikimoth

Deterministic, token-minimal agent memory: multi-hop [[wikilink]] recall with no LLM in the loop.

7
Rank#46.59
Python
ClaudeCursorClineWindsurf

Lore

Cross-agent memory over MCP: hybrid recall, knowledge graph, private/shared visibility, redaction.

7
Rank#46.59
Python
ClaudeCursorClineWindsurf

Sisense

MCP server leveraging Sisense Intelligence for actionable insights and analytics.

7
Rank#53.18
TypeScript
ClaudeCursorClineWindsurf

Mcp

575+ agent tools: data, AI gateway, storage/queues/watchers. x402 USDC, no keys, usage billing.

7
Rank#46.59
TypeScript
ClaudeCursorClineWindsurf

Llm Bus

Coordinate multiple AI agents over MCP: atomic claims, leases, shared ledger, handoffs, tasks.

7
Rank#46.59
ClaudeCursorClineWindsurf

Melchizedek

Persistent memory for Claude Code — offline, single-file, hybrid search.

7
Rank#50.75
TypeScript
ClaudeCursorClineWindsurf