"Jio" matching MCP servers:

A local MCP server that indexes a repository into line-range chunks and serves compact evidence packets to cut token usage when exploring or debugging code.

embedded code search engine CLI -AST based that just works - improves speed and efficiency for coding agent

Universal AI security layer for code scanning, PII detection, prompt injection defense, secret detection, dependency auditing, and audit logging.

Enables AI agents to scan GitHub repositories and user profiles for malware signals before cloning, providing risk verdicts pinned to specific commits.

Enables querying Go module versions, metadata, and go.mod contents by wrapping proxy.golang.org, providing tools for version listing and dependency analysis.

Enables agents to perform local hybrid code search and code intelligence across a workspace, including semantic and full-text search, symbol lookup, file outlines, and caller analysis.

Enables AI coding clients to turn code into a linked product specification and run coherence, coverage, and impact checks to surface gaps and contradictions.

Enables static analysis and patching of .NET binaries through decompilation, IL analysis, renaming, and IL patching over the Model Context Protocol.

Enables npm bundle-size analysis including minified+gzipped size, tree-shakeability, dependencies, similar packages, version history, and recent searches.

Provides access to Google's deps.dev API for package metadata and dependency graphs across ecosystems, enabling querying packages, versions, dependencies, and project info via natural language or direct tool calls.

Enables AI agents to search repositories, inspect files and code, list issues and commits, check releases, and look up GitHub user profiles through the GitHub public REST API without authentication.

Analyzes the publish size and full install size of npm packages, including dependencies.