"Fresh" matching MCP servers:

Enables coding agents to retrieve pull request review findings, reproduce and fix them locally, reply on review threads, report reproduction results, and request fresh reviews.

Enables AI coding agents to inspect project dependency versions, resolve version constraints, and audit Python code for deprecated or incompatible APIs using authoritative evidence and local AST analysis.

Provides read-only Codex consultation tools over MCP, enabling fresh threads, continuation, and project reviews via local stdio.

Enables coding agents to retrieve the most relevant code for a task within a hard token budget by fusing code graph, BM25, local embeddings, and git history, and to navigate symbols, callers, impact, and related files. It runs locally over MCP with no API keys and keeps its index fresh.

Enables any MCP client to request an independent second opinion from a fresh Claude Code session without blocking, useful for plans, architecture, debugging, security reviews, and final checks.

MCP server that checks npm and PyPI package health, providing maintenance signals, version info, CVE counts, and alternative suggestions.

MCP server enabling AI models to interact with Codescan's API for listing projects, retrieving metrics, and querying issues with advanced filtering.