MCP Servers 227

Serena MCP: the IDE for your agent

io.github.oraios/serena

A✓Verified

A powerful toolkit for coding, providing semantic retrieval and editing capabilities.

Basic Memory

io.github.basicmachines-co/basic-memory

A✓Verified

Local-first knowledge management with bi-directional LLM sync via Markdown files.

Persome

io.github.Intuition-Lab/personal-model

A✓Verified

Local-first personal memory and model server for trusted MCP agents on macOS.

LLM Sandbox

io.github.vndee/llm-sandbox

A✓Verified

Securely run LLM-generated code in isolated containers across 7 languages and 3 container backends.

Neo4j Memory

io.github.neo4j-contrib/mcp-neo4j-memory

C✓Verified

MCP Neo4j Knowledge Graph Memory Server

Agent Harnesses

io.github.RyanAlberts/agent-harnesses

A✓Verified

Agent-harness picks and decision guides; pick_infrastructure adds live GitHub/HN discovery.

haiku.rag

io.github.ggozad/haiku-rag

A✓Verified

Local-first agentic RAG with citations - hybrid search, reranking, multimodal document retrieval

Ghost in the Droid

io.github.ghost-in-the-droid/android-agent

A✓Verified

Give any LLM agent a real Android or iPhone as its body.

Core

io.github.omega-memory/core

A✓Verified

Persistent memory for AI coding agents.

Code intelligence MCP server: call graphs, type inference, and symbol search for Python/Go.

Augments MCP Server - A comprehensive framework documentation provider for Claude Code

Local-only MCP server for source-attributed Markdown memory and documentation retrieval.

Neo4j GDS Agent

io.github.neo4j-contrib/gds-agent

B✓Verified

Neo4j Graph Data Science MCP server

Paper Format Agent

io.github.zxyasfas/paper-format-agent

B✓Verified

Local-first DOCX formatter for academic papers with a content-fingerprint integrity guard.

Source-linked CodeGraph exploration, ranked search, and static navigation for coding agents.

Total Agent Memory

io.github.vbcherepanov/total-agent-memory

A✓Verified◆ advisory

Persistent local memory for coding agents: temporal knowledge graph, procedural and episodic recall

Code Memory

io.github.kapillamba4/code-memory

B✓Verified

Local semantic code search with Git history.

lean-memory

io.github.Wuesteon/lean-memory

B✓Verified

Embedded, local-first agent memory: one SQLite file per namespace, no server, no cloud.

Agent MCP Gateway

io.github.roddutra/agent-mcp-gateway

C✓Verified

On-demand tool discovery for all your MCPs and per-subagent MCP controls to preserve context window.

MemoCat — Shared AI MemoryNew

io.github.MontyGovernance/memocat-mcp

A✓Verified

One shared, persistent memory across AI agents and systems, with semantic recall and live updates.

Montycat MCP - Shared Memory for AI AgentsNew

io.github.MontyGovernance/montycat-mcp

A✓Verified

Shared, persistent memory for AI agents, with semantic recall and live updates.

Search the web, generate AI responses, and create embeddings with real-time information

Ingest, manage, and retrieve documents for RAG-powered AI applications

Run AI models, create deployments, and manage predictions via cloud API