MCP servers that give coding agents real developer tooling: linters, package registries, test runners, language docs and local build commands. 13,953 servers in this category.
Provides a local-first environment to version, sync, and serve AI agent prompts and skills via the Model Context Protocol.
Provides a local-first memory layer for macOS AI agents to search and cite browsing history, clipboard content, window activity, and past sessions.
Provides a structured Python template for building web automation robots using Selenium, Playwright, and the Page Object Model.
Provides an in-memory notes API that allows AI agents to create, list, and search notes via stdio transport.
An MCP server and evaluation suite designed to measure the reliability of local LLM agents performing community management tasks.
Provides graph-grounded experience reuse for AI agents using FalkorDB to deliver evidence-backed, context-dependent recommendations.
Provides a lightweight SQLite-based vector database and hybrid RAG engine for AI agents to store and retrieve persistent memories.
Provides weather, time, and mathematical calculation tools through a custom JSON-RPC implementation over stdio.
Lets AI agents search, inspect, and download free Godot Asset Store packages with license and checksum metadata for game development workflows.
Provides syntax-aware code RAG, AST analysis, and hybrid retrieval for multi-repository indexing and deep codebase intelligence.
Allows AI agents to search for and download Khronos glTF sample assets for format testing and validation.
Provides a scaffold and middleware for building enterprise-grade MCP servers with authentication, RBAC, audit logging, and multi-tenant routing.
Syncs development process knowledge and deliverables to Neuroloom to provide persistent, searchable memory for agentic coding sessions.
Enables AI clients to perform data catalog discovery, lineage tracking, glossary management, and governed metadata updates within OvalEdge.
Enables AI clients to query governed retail metrics through a semantic layer and read-only SQL access to DuckDB.
An architectural orchestrator for the software engineering lifecycle that enforces domain boundaries and vertical slices through deterministic gates.
Indexes a code repository so an AI client can retrieve task-relevant code context to improve prompts and reduce hallucination.
Turns local codebases into deterministic workflow flowcharts that coding agents can inspect, render, and explain via MCP.
Orchestrates ZCode, OpenCode, and Pi programming agents through a unified set of agent tools with support for concurrency and resource leasing.
Provides a persistent knowledge graph memory for coding agents like Claude Code and Codex CLI to store project context and lessons.
