ChromaDB
Provides AI assistants with persistent memory using ChromaDB vector storage.
Directory
Search MCP Servers
Vilix
Persistent memory for AI assistants and coding agents across ChatGPT, Claude, Cursor, and other MCP-compatible tools.
AgentBrink
Give your AI agent its own identity: a real email address, webhook URL, GitHub repo, encrypted secrets vault, memory and skills — hosted MCP, nothing to…
MIND
Personal knowledge graph AI memory. 15 tools, 89 actions. Semantic search, emotional intelligence, CRM, life management, social, self-training, autonomous…
XMemo
User-owned memory for AI agents over remote MCP. Save, search, recall, update, and manage scoped memories across Copilot, Claude, ChatGPT, IDEs, and CLIs.
ContextStream
Stop context loss for coding agents: memory and search for Cursor, Claude Code, Codex, Grok, Windsurf, and the rest.
Cortex
Persistent semantic memory for AI assistants — a remote MCP server with a server-side quality gate that rejects redundant writes (~80% in production) and…
System Resource Monitor
Provides real-time system monitoring metrics including CPU, memory, disk, network, battery, and internet speed through both comprehensive snapshots and…
System Info
Provides real-time system information including CPU, memory, disk, and GPU statistics through a simple API endpoint for monitoring and diagnostic purposes.
Aikd Indexed Semantic & Bm25 Code Search For Ai Agents. Give Your Ai Instant Memory Of Your Codebase. Rust | Mcp Server.
AIKD (AI Knowledge Daemon) is an MCP tool provider written in Rust that gives AI agents instant access to your codebase. It indexes project files into a…
Krimto
Open-source memory for AI coding agents. Tell your agent to "remember" something in Cursor, Claude Code, Codex, or Gemini CLI, and Krimto saves it as a plain…
Casemgr Mcp
Shared workspace your AI agents write to. CMMN case management with 184+ MCP tools: cases, tasks, event-driven workflows with sentries, persistent memory with…
Hypabase
Hypergraph database for AI agents. Store n-ary relationships (edges connecting 2+ nodes), track provenance (source and confidence), and query paths — all…
MCP with RAG Demo
This demonstration project shows how to implement a Model Context Protocol (MCP) server with Retrieval-Augmented Generation (RAG) capabilities. The demo allows…
AccInt
AccInt is a local Work Model and MCP server for persistent scored agent memory, retrieval, commitments, browser/runtime observations, and outcome-based…
Hjarni
Give your AI long-term memory. Hjarni is a note-taking app with a built-in MCP server. Claude and ChatGPT can search, read, create, and organize your notes…
Ogham Mcp
Persistent shared memory for AI agents. Hybrid search (pgvector + tsvector), knowledge graph, cognitive scoring, and 16-language temporal extraction. 97.2%…
ProjectBrain MCP
ProjectBrain MCP provides project/task/decision/fact/skill/milestone/team-message tools for persistent AI project management.
TinyZKP
A height-compressed, sublinear-space STARK prover. Designed to make very long zero-knowledge proofs practical on fixed-memory hardware (CPUs, GPUs, & edge…
MemHeaven
Self-hosted remote MCP for durable, searchable AI memory you own. Deploy your Cloudflare Worker, then connect ChatGPT and other hosted clients to its…
Cogmemai Mcp
Persistent cognitive memory for Claude Code. Cloud-based semantic search, Ai-powered extraction, project scoping, and compaction recovery.
Xml Comparison Mcp Server
High-performance XML file comparison with semantic analysis capabilities. Features StAX streaming parser for memory-efficient processing of large XML files…
Graphiti MCP Server 🧠
# Graphiti MCP Server 🧠 [](https://www.python.org/downloads/release/python-3100/)…
Memo
memo is a local-first, long-term semantic memory for AI coding agents (Claude Code, Cursor, Cline, Codex). Runs fully offline with in-process embeddings — MLX…