A
licenseNot graded
qualityC
maintenanceA validation layer for AI coding assistants that enforces explicit LLM evaluations on plans, code diffs, and tests to ensure safer and higher-quality code.
17
MIT
77,063 servers. Updated
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"An example MCP for client prototyping in a business context with a public API call" matching MCP servers:
- AlicenseNot gradedqualityCmaintenanceProvides over 1,000 creative ways to decline requests across four categories (polite, humorous, professional, and creative). The MCP server wraps a REST API to help users craft professional rejections through natural language interactions.53MIT
- FlicenseNot gradedqualityDmaintenanceAn educational example demonstrating how to build MCP servers in Python using FastMCP, showing how to expose tools, resources, and prompts to AI clients.
- AlicenseBqualityDmaintenanceEnables sharing coding progress on Twitter by analyzing sessions and generating tweet suggestions, with tools for posting tweets, threads, and OAuth authentication.8189MIT
- AlicenseNot gradedqualityDmaintenanceTransforms OpenAPI specs into an MCP server, enabling dynamic API interaction through natural language with automatic authentication and endpoint discovery.131MIT
- AlicenseNot gradedqualityFmaintenanceProvides AI assistants with access to OpenAPI specifications, enabling API discovery, schema retrieval, and direct API execution with support for OAuth 2.0 and other authentication methods.91MIT
- AlicenseNot gradedqualityBmaintenanceMCP server for deterministic context preflight, token counting, and credential redaction for coding agents, with a free local tier up to 12,000 characters and paid HTTP fallback for larger inputs.113MIT
- FlicenseNot gradedqualityCmaintenanceDemonstrates how to create a simple MCP server with streamable HTTP transport, featuring tools, prompts, and resources.4
- FlicenseNot gradedqualityDmaintenanceA foundational implementation of a Model Context Protocol (MCP) server designed for educational purposes. It demonstrates the complete interaction between an LLM, an inference engine, and a client during an agentic call.
- FlicenseNot gradedqualityDmaintenanceAn MCP server that enables interaction with Google's My Business Account Management API, allowing users to perform account management operations through natural language interactions.
- AlicenseAqualityAmaintenanceGraph-based tool retrieval for LLM agents. Builds a tool graph from OpenAPI/MCP specs and retrieves multi-step workflows via hybrid search (BM25 + graph traversal + embedding), recovering accuracy from 12% to 82% with 79% fewer tokens. Also works as an MCP Proxy to aggregate multiple servers behind 3 meta-tools.616MIT
- AlicenseBqualityDmaintenanceAn educational implementation of a Model Context Protocol server that demonstrates how to build a functional MCP server for integrating with various LLM clients like Claude Desktop.1162MIT
- AlicenseBqualityDmaintenanceA Model Context Protocol server that creates tools from API configurations defined in YAML files, allowing easy integration of external APIs into an MCP ecosystem without coding.7447MIT
- FlicenseBqualityDmaintenanceA basic Model Context Protocol (MCP) server implementation that provides a foundation for MCP server development. The README doesn't specify particular functionality, suggesting it may be a template or starting point for building custom MCP servers.1
- FlicenseCqualityDmaintenanceA reference implementation of a Model Context Protocol server that demonstrates core primitives including tools, resources, and prompts. It enables users to perform basic arithmetic operations and manage notes through a simple storage system.4
- FlicenseDqualityDmaintenanceA simple MCP server implementation in TypeScript that communicates over stdio, allowing users to ask questions that end with 'yes or no' to trigger the MCP tool in Cursor.110
- AlicenseNot gradedqualityDmaintenanceAn MCP server that provides HTTP client capabilities with support for full HTTP methods, custom headers, query parameters, request bodies, and configurable timeouts.1MIT
- AlicenseNot gradedqualityBmaintenanceMCP server for the Plane project management API, enabling issue retrieval, listing, commenting, state changes, and creation.1MIT
- AlicenseNot gradedqualityDmaintenanceMiddleware that converts a serverless handler with OpenAPI spec into an MCP endpoint following stateless MCP principles.3134MIT
- FlicenseNot gradedqualityCmaintenanceMinimal template MCP server with OAuth login and example tools for building custom servers on the Connext platform.