A
license-
qualityD
maintenanceA Python MCP server for indexing projects using embeddings, providing semantic search to help AI agents navigate codebases.
MIT
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"Simple MCP example using HTTP transport" matching MCP servers:
- Alicense-qualityDmaintenanceEnables AI assistants to explore, search, and read codebase repositories and API specifications efficiently, with support for file searching, content search via ripgrep, and reading API specs.28ISC
- FlicenseAqualityCmaintenanceEnables AI-driven analysis of SAP transport requests, including metadata retrieval, code diff analysis, and risk detection for ABAP objects.2
- Flicense-qualityBmaintenanceAn HTTP-based MCP server that provides filesystem tools and code analysis, enabling LLMs to read, write, list files, and analyze code securely.1
- Flicense-qualityCmaintenanceExposes the sigmap MCP server (code analysis tools) over Streamable HTTP via supergateway, allowing remote MCP clients to query code context, signatures, and more.
- Alicense-qualityDmaintenanceExposes Cursor IDE's MCP tools (codebase search, file operations) as an HTTP API for integration with Open WebUI, n8n, and other automation tools.10MIT
- AlicenseAqualityAmaintenanceStructured .aide spec files that give AI agents progressive disclosure into your codebase architecture via MCP.91033MIT
- AlicenseAqualityCmaintenance14 atomic MCP tools for AppSec and AI Security engineers: source/schema/prompt audit primitives, JWT inspect, HTTP diff, pentest atoms (default creds, GraphQL introspect, phpggc, interactsh OOB), and a defensive helpers library that fixes the bugs the detectors flag. SARIF output, PyPI Trusted Publishing with Sigstore provenance.14MIT
- AlicenseAqualityAmaintenanceAudits local package folders to generate publish-readiness reports and previews of NPM tarball contents. It helps developers identify and resolve configuration issues like missing types or broken exports before releasing code.374MIT
- AlicenseAqualityDmaintenanceAn intelligent debugging assistant that automates the debugging process by analyzing bugs, injecting HTTP-based debug logs into code across multiple environments (browser, Node.js, mobile, etc.), and iteratively fixing issues based on real-time feedback.8MIT
- AlicenseAqualityCmaintenanceIndexes a mono-repo into a knowledge graph and provides MCP tools to query code structure—packages, components, routes, HTTP calls—without file reads or grep round-trips.722MIT
- FlicenseAqualityBmaintenanceAn intelligent MCP toolset for software testers that monitors code changes, analyzes test impact, recommends tests, and assesses risk, supporting multiple AI coding frameworks via dual transport modes.6
- AlicenseAqualityBmaintenanceJava profiling with AI agent integration. Profile CPU, memory, JDBC, HTTP and more.92MIT
- AlicenseAqualityCmaintenanceProvides MCP tools to review git changes using OpenAI Codex CLI, enabling code review of unstaged, staged, or last-commit changes.310MIT
- AlicenseAqualityDmaintenanceEnables code search across indexed repositories using regex patterns, with pagination, repository listing, and file context retrieval via Hound integration.33MIT
- AlicenseAqualityCmaintenanceAn MCP server that indexes TypeScript/JavaScript codebases into precise call and import graphs using the TypeScript compiler API, allowing Claude or any MCP client to query definitions, callers, callees, and perform impact analysis.7MIT
Symbiotic MCP Serverofficial
AlicenseAqualityDmaintenanceEnables security analysis of code and infrastructure files via MCP, using Symbiotic CLI for scanning vulnerabilities.4MIT- FlicenseAqualityDmaintenanceThe server facilitates natural language interactions for exploring and understanding codebases, providing insights into data models and system architecture using a cost-effective, simple setup with support for existing Claude Pro subscriptions.427
- FlicenseBqualityCmaintenanceAn MCP server that gives AI assistants tools to generate AccelByte AGS uGUI prefabs in Unity projects, look up AccelByte Unity SDK best practices, search Bytewars C# example components, and configure SDK credentials from a Claude Code or Cursor session.23
- FlicenseBqualityDmaintenanceMCP server for TypeScript type resolution and dependency graph analysis using ts-morph and madge.81
