Best Alternatives to Meeba Brain

TokenSave

Runtime: npx

Code intelligence for 15+ languages: semantic graph queries instead of file reads. 37 MCP tools.

Codeix

Runtime: npx

Fast semantic code search for AI agents — find symbols, references, and callers across any codebase

Ovecc

Runtime: npx

Architecture guardrails for AI-written code: dependency graph, impact, dead code, CI gate

Draw and visually collaborate with your agents on tldraw's canvas.

Kin

Runtime: npx

Semantic code retrieval over a graph of entities, relationships, changes, and provenance.

Forensic Deepdive

Runtime: uvx

Persistent code knowledge graph + 9 composite MCP tools for AI coding agents.

PraisonAI

Runtime: npx

AI Agents Framework with Self Reflection and MCP support

Codealive MCP

Runtime: npx

Semantic code search and analysis from CodeAlive for AI assistants and agents.

Socraticode

Runtime: npx

MCP server for local codebase indexing, semantic search, and code dependency graphs.

NEAT

Runtime: npx

Fused graph of your codebase — static code + runtime OTel — for AI agents, over MCP.

Microsoft Learn MCP

Runtime: npx

Official Microsoft Learn MCP Server – real-time, trusted docs & code samples for AI and LLMs.

Hex Graph

Runtime: Remote (SSE)

Deterministic layered code graph MCP server with framework overlays and SCIP interop.