MCP servers that give coding agents real developer tooling: linters, package registries, test runners, language docs and local build commands. 13,958 servers in this category.
Provides a Python HTTP interface to programmatically call audio analysis tools, manage session context, and sync data with Qdrant and Ableton.
A monorepo of containerized FastMCP servers providing specialized tools for GPS calculations and wingfoil spot data.
A dependency-free Python runtime that turns annotated functions into inspectable, admission-bounded MCP tools with structured JSON Schema validation.
Converts Python functions into Model Context Protocol servers with support for local stdio and remote HTTP with OAuth 2.1.
Adds authentication, caching, rate limiting, and OpenTelemetry telemetry to Python MCP tools using decorators.
Provides a collection of reference implementations to demonstrate the usage of the Message Communication Protocol framework for agentic systems and LLM tools.
Enables Claude to discover and implement UI components, development plans, Claude skills, MCP servers, and plugins from the OwnlyPlans library.
Reduces memory usage by running a single shared process for MCP servers across multiple AI agent sessions and applications.
Provides a Tavily-compatible search and page extraction API using DuckDuckGo for local LLM setups.
Repairs broken or incomplete JSON, such as unquoted keys or trailing commas, including malformed output from language models.
Generates SHA-256, SHA-1, MD5, and SHA-512 checksums for text and local files in hex or Base64 formats.
Encodes and decodes Base64 for text and local files with support for URL-safe alphabets and data URIs.
Enables AI agents to search files, scan code, and decompile .NET DLLs on Windows using fd and ripgrep.
Audits Persian text to identify incorrect Shamsi dates, mismatched Gregorian pairs, impossible dates, and weekday errors.
Provides ultra-lean, zero-dependency MCP server implementations in Python, TypeScript, Rust, and WebAssembly using raw JSON-RPC 2.0 over stdio.
Provides a daily updated curated list of active open-source AI repositories including agents, RAG, and workflows.
Provides a curated collection of MCP servers for Indonesian government data, weather, language, law, payments, and local marketplaces.
Audits Android manifests and APKs for security vulnerabilities using byte-level analysis and 40 specialized security rules.
Provides a terminal-native platform for governed AI engineering where models propose actions and operators approve them through strict allowlists.
Provides deterministic field calculations for liquid loop hydraulics, procedure classification, and corrosion coupon analysis for data center engineering.
