MCP servers that give coding agents real developer tooling: linters, package registries, test runners, language docs and local build commands. 13,961 servers in this category.
An MCP server that enables AI agents to perform PCB design in KiCad, including schematic construction, component sourcing, routing, and verification.
Validates AER-1 receipt format conformance using a corpus of vectors and checks for the Zambo verifiable work layer.
Monitors camera fleets using OpenCV 5 to diagnose faults, predict accuracy loss, and perform automated software repairs via MCP tools.
Compares GitHub issue-triage agents built with custom REST API tools against those using GitHub's official MCP server through a benchmarking suite.
Enables Claude Code to build, edit, and export parametric CAD models in Autodesk Fusion 360 using a specialized Python API helper.
Converts Python codebases into queryable knowledge graphs to help AI agents navigate modules, classes, and function relationships.
Scans files, web pages, or piped text to find and verify Zambo receipt links for AI job integrity.
Performs GRC-oriented security audits for MCP servers by mapping findings to OWASP MCP Top 10 and ISO 27001 controls.
Scans AI agents for prompt injection, MCP tool poisoning, secret leaks, and other agentic risks using offline Python CLI tools.
Lints and performs health checks on Model Context Protocol servers to ensure schema quality, proper naming, and model usability.
Verifies Streamable HTTP MCP servers for protocol compliance, tool schema accuracy, latency, and secret redaction.
Validates MCP servers for voice assistant compatibility by checking protocol compliance, tool quality, and spoken response suitability.
Generates Agent Skill files from Django admin schemas to enable coding agents to interact with admin APIs securely.
Provides deterministic LIFO saga rollback and server-defined compensation for AI agents using MCP, LangChain, and LangGraph.
Provides a local memory daemon that allows multiple AI agents to share a single searchable note vault, vector index, and local LLM.
Compares MCP tool snapshots to detect breaking changes, required argument updates, and metadata drift in tool definitions.
Detects hardcoded secrets, API keys, and security anti-patterns within the AI agent development loop.
A local Model Context Protocol hub that provides a web dashboard for multi-LLM chat, tool management, and real-time JSON-RPC inspection.
Acts as a transparent stdio proxy for MCP servers to record traffic, redact secrets, gate dangerous tool calls, and estimate token usage.
Provides static analysis, code navigation, and complexity metrics for 1C (BSL) codebases via an MCP interface.
