Amem
The memory layer for AI coding tools. Local-first, semantic, 9 MCP tools with consolidation and project scoping. Works with Claude Code, Cursor, Windsurf & any…
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Remembra
Persistent memory layer for AI agents with entity resolution, PII detection, AES-256-GCM encryption at rest, and hybrid search. Self-hosted. 100% on LoCoMo…
Local Rag
Semantic code search for AI agents — hybrid vector + BM25 with cross-encoder reranking, AST-aware chunking for 14 languages, conversation memory, code…
Perf MCP
Fact-check and fix AI outputs. MCP server for hallucination detection, schema validation, and output correction.
AgentHire
AI job search & hiring MCP server with 55 tools. Search jobs, apply, interview, negotiate offers across 20 countries. No account needed to start.
Flowmusicai Mcp Server
Flow Music AI (flowmusicai.app) is a browser-based AI song generator that converts a plain-text description into a fully produced, mixed track in roughly 80…
Diagrams
MCP server for generating cloud architecture diagrams, flowcharts, sequence diagrams, and more — powered by mingrammer/diagrams, Mermaid, and PlantUML.
zmem MCP Memory Server
Global MCP server that manage all the project data,
Memanto MCP
MEMANTO is a memory agent. It remembers, recalls, and answers - so your agents can achieve long-term goals and avoid confusion.
xgmem MCP Memory Server
Global MCP server that manage all the project data,
MindOS
Local-first knowledge base MCP server. Let AI agents (Claude, Cursor, Gemini CLI, etc.) read and write your Markdown notes via MCP protocol. Supports…
Fermatmcp
This project provides a FastMCP server for mathematical computations, including numerical and symbolic calculations, as well as plotting.
Linksee Memory
Local-first agent memory MCP — Claude Code, Cursor, OpenAI Codex, and Gemini CLI share one SQLite brain. 6-layer structured memory…
Contextforge
Persistent memory MCP server for Claude. Store decisions, code snippets, and knowledge that
Biel.ai
Chat with any product's documentation from Claude, Cursor, Copilot, or any MCP client. Biel.ai turns technical docs into a queryable MCP server with accurate…
🐝 Swarms MCP Documentation Server
MCP server to connect AI agents to any github corpa
Mnemon — Persistent Layered Memory for AI Agents
Persistent 4-layer memory (episodic, semantic, procedural, resource) backed by SQLite FTS5. Fact versioning, Snowball stemming (EN+RU), BM25 ranking…
Smriti Mcp
Smriti is a Model Context Protocol (MCP) server that provides persistent, graph-based memory for LLM applications. Built on LadybugDB (embedded property graph…