Best Alternatives to Ast Impact Mapper MCP

Codealive MCP

Runtime: npx

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

PraisonAI

Runtime: npx

AI Agents Framework with Self Reflection and MCP support

TokenSave

Runtime: npx

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

Microsoft Learn MCP

Runtime: npx

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

Projscan

Runtime: npx

Agent-first code intelligence over MCP. AST for 7 languages. 20 tools. Offline.

Labelhead Artist Momentum

Runtime: npx

Trending hip-hop artist momentum scores across four cultural dimensions.

Codescene MCP Server

Runtime: npx

An MCP server that provides CodeScene Code Health analysis tools.

HeyClaude — Claude & AI workflow directory

Runtime: uvx

Search the HeyClaude directory of Claude Code agents, MCP servers, skills, and tools.

Ovecc

Runtime: npx

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

Sem

Runtime: npx

Entity-level code intelligence: semantic diff, impact analysis, blame, and context for AI agents

Vinv

Runtime: uvx

Vinv runs, tests, and finds issues in your services — with zero code changes.

Kin

Runtime: npx

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