AI & ML MCP Servers
Memory, reasoning, RAG and ML tooling.
1835 servers
Svg Tracer
MCP server for converting bitmap images to SVG vector graphics using potrace tracing.
Sverklo
Local-first MCP code intelligence: 37 tools — hybrid search, blast-radius, diff review, memory.
Token Enhancer
Cuts AI web-fetching costs up to 99.9% by stripping page junk before it reaches your LLM.
Openrouter Multimodal
Chat with 300+ LLMs via OpenRouter. Analyze and generate images, audio, and video from MCP.
Better Code Review Graph
Token-efficient code review knowledge graph: semantic search and call-graph resolution.
Pensyve
Universal memory runtime for AI agents — episodic, semantic, and procedural memory.
Devrag
Lightweight local RAG MCP server. 40x token reduction.
MCP AutoMem
Graph-vector memory for AI assistants using FalkorDB and Qdrant
ZettelForge
Agentic memory for cyber threat intelligence. STIX graphs, actor aliasing, offline RAG, Sigma/YARA.
freellmpool
Pool 18 LLM providers through MCP: ask, panel, tokenmax, route, models, quota, and stats.
Synap Memory
Persistent memory for AI agents — log and recall conversation context over MCP.
Smart Connections
Local semantic search over Obsidian vaults via Smart Connections embeddings. Multi-vault, private.
Mcp
Easily find and fix security issues in your applications leveraging Snyk platform capabilities.
emem, the verifiable memory protocol for the physical world
Shared, verifiable memory for AI agents and robots: signed tokens that resolve and verify offline.
Audio Analyzer
Gives LLMs ears. Spectral, harmonic, rhythm, stereo, and structural audio analysis.
Audio Analyzer
Gives LLMs ears. Spectral, harmonic, rhythm, stereo, and structural audio analysis.
emem, the verifiable memory protocol for the physical world
Shared, verifiable memory for AI agents and robots: signed tokens that resolve and verify offline.
Aaa
Constitutional AI Governance with 13 enforced floors (F1-F13) and tri-witness consensus for LLMs.
Code Memory
Local semantic code search with Git history. Works offline, no API key needed.
Engram
Intelligent agent memory with automatic extraction, consolidation, and bi-temporal recall.
Understand Quickly
Public registry of code-knowledge graphs for AI agents with schema validation and drift detection.
NeuroStack
Token-efficient MCP memory for Markdown vaults. Tiered search, GraphRAG, AI memories.
OmniClip RAG
Read-only local-first MCP server for private Markdown, PDF, and Tika-backed search on Windows.
Adam Framework
Persistent memory tools for Claude Desktop. Search your vault or Obsidian notes mid-conversation.