MCP servers that give coding agents real developer tooling: linters, package registries, test runners, language docs and local build commands. 13,954 servers in this category.
Provides meaning-first audit tools for AI-assisted engineering work to externalize requirements, plans, and completion evidence as inspectable artifacts.
Maintains a local SQLite relational graph of your codebase to provide structured, low-token context for AI agents during development.
Provides a continuous development environment for Claude Code with persistent memory, project awareness, and session handoff capabilities.
An MCP server that provides an encyclopedia and automation engine for the Chrome DevTools Protocol using Obscura and Camoufox.
Provides local-only text-to-speech for Claude Code and other MCP clients using Kyutai Pocket TTS on macOS.
Provides self-hosted shared memory, encrypted credential management, and scoped service connectors for AI agents via MCP and HTTP.
Inspect Google Analytics 4 properties through data quality audits, funnel analysis, segment comparisons, and property configuration management.
Provides a shared project memory and code graph for coding agents to enable faster navigation and persistent context across sessions.
Teaches how to build secure, scalable, and production-ready AI agents using Python and the FastMCP SDK.
Performs risk feature mining on customer wide tables using adaptive binning, logistic regression, and decision-tree rule mining.
Exposes Adobe VIP Marketplace Partner API documentation as searchable, structured tools for AI clients to query endpoints, schemas, and error codes.
Turns your Obsidian vault into an MCP server that AI agents can read, search, and write to using a filesystem fallback.
Converts any OpenAPI specification into an MCP server to make internal services accessible to AI assistants and agents.
Manage, test, and version AI prompts as reusable gems that can be used across Claude, ChatGPT, Cursor, and other MCP-compatible clients.
Enables AI agents to navigate codebases using AST-based static analysis and call graphs instead of vector similarity search.
Extracts interactive elements from Figma designs to generate event taxonomies and tracking plans in multiple formats.
Maintains project documentation integrity by using a SQLite database as the source of truth and providing hash-verified markdown projections.
Enables AI agents to inspect CAD/BIM models, run engineering simulations, and manage technical project context.
$claude mcp add --transport http scopture-plugin https://api.scopture.com/mcp
Consolidates Claude Code session management functions into unified tools for lifecycle management, execution tracking, and pattern analysis.
Manages hypothesis-driven data analysis workflows, data catalogs, and review processes through an AI-compatible MCP server.