API Development & Testing MCP Servers

216 published MCP servers in this category · page 1 of 4 · all categories

API development MCP servers help assistants inspect API schemas, work with request collections and test supported endpoints. They may expose OpenAPI validation, Postman workspaces or API exploration tools. This category covers working on APIs themselves, rather than every server that happens to call an API.

Follow the specification and request

Compare schema formats, authentication setup, environments and response inspection. Check whether a tool validates a specification, sends a request or generates an integration. Keep test and production environments explicit, and inspect request parameters before execution. An API reference tool alone does not establish live testing support.

For adjacent workflows, explore Software Testing & QA and Documentation.

Browse the servers below for available tools, connection options and links to the maintainer’s documentation. A server can belong to several categories when it supports several kinds of work.

OpenAPI Proxy

Exposes REST APIs defined by OpenAPI specifications as Model Context Protocol (MCP) tools, facilitating seamless integration into MCP-based workflows.

Productivity & Project ManagementRemotePython★ 153

Py

Enables interaction with Naver's OpenAPI services through a Model Context Protocol (MCP) server.

Developer ToolsPython★ 114

Swagger Explorer

Analyzes Swagger/OpenAPI specifications through integration with Claude.

Developer Tools★ 19

OpenAPI

Exposes HTTP methods from an OpenAPI specification as tools for Model Context Protocol (MCP) servers.

Developer Tools★ 8

Openapi

Enables large language models to interact with and utilize REST APIs by providing configured REST APIs as context.

Developer ToolsPython★ 6

Agentify

Turn any OpenAPI/Swagger spec into an MCP server - every API operation becomes an agent tool.

Developer Tools

AGS API

Stateless MCP server for AccelByte Gaming Services APIs with OpenAPI integration

Developer ToolsRemote

AI

ai-create-mcp is a Go-based tool that converts OpenAPI Specification (OAS) files into a Model Context Protocol (MCP) program.

Developer ToolsGo

ai-furniture-hub

15 tools | 355+ curated products | 31 categories | 90+ brands Millimeter-precision search, curated sets, AI visibility diagnosis, OpenAPI 3.1 schema. Built for ChatGPT, Claude, Gemini, Cursor…

Search & Web ScrapingRemote

Ainote

Agent-native notes, tasks, dev-docs, vaults, sync & handoffs. MCP + OpenAPI dual surface.

Developer ToolsRemote

Alibaba Cloud FC MCP Server

This project is the MCP Server for Alibaba Cloud Function Compute (FC) service, based on Serverless Devs and OpenAPI.

Cloud & DevOps

Alibabacloud Rds Openapi

5. You can use the prompt template provided below to enhance your experience.

Developer ToolsPython

alpaca-mcp-server

Alpaca MCP Server v2 is here. This version is a complete rewrite built with FastMCP and OpenAPI. If you're upgrading from v1, please read the Upgrade Guide — tool names, parameters, and…

Developer Tools

Antigravity Link

MCP server and OpenAPI-backed mobile companion for controlling Antigravity IDE sessions

Developer Tools

Any Openapi

Eventually I came down to this solution: - It uses in-memory semantic search to find relevant Api endpoints by natural language (such as list

Developer ToolsPython

Api

Multi-language MCP server for API testing with TypeScript/Playwright, JavaScript/Jest, Python/pytest support

Browser AutomationPython

Api

MCP server for API testing. 35 tools: HTTP, assertions, flows, OpenAPI, collections.

Developer ToolsTypeScript

api-docs

Official OpenAPI 3.0.3 specification for the Jumpseller ecommerce platform API.

Documentation & API ReferencesRemote

APILinter MCP Server

The OpenAPI MCP Server powers seamless communication between LLM and REST APIs by implementing the Model Context Protocol (MCP).

Developer Tools

Api Market

An MCP server that exposes OpenAPI endpoints as resources

Developer ToolsPython

APIMatic MCP

APIMatic MCP Server is used to validate OpenAPI specifications using APIMatic. The server processes OpenAPI files and returns validation summaries by

Developer Tools

Apis Guru

APIs.guru MCP — keyless directory of 2,500+ public APIs and their OpenAPI specs.

Developer ToolsRemote

Api-tester

MCP server for API testing: HTTP requests, cURL generation, health checks.

API Development & Testing

Api-test-mcp

An MCP server that gives Claude Code, Cursor, Windsurf, or any MCP-compatible AI agent the ability to actually call your API and check the response against what your OpenAPI spec promises — not just…

Developer Tools

api-to-mcp

A tool that creates MCP (Model Context Protocol) servers from OpenAPI/Swagger specifications, enabling AI assistants to interact with your APIs. Create your own branded and customized MCPs for…

Developer Tools

Api To MCP

Generates MCP tool code from OpenAPI specs

Developer ToolsTypeScript

Appdog

Generate async API clients and MCP servers from OpenAPI specifications

Developer ToolsPython

Apsystems

A production-ready [Model Context Protocol](https://modelcontextprotocol.io/) (MCP) server written in Go that wraps the APsystems OpenAPI, giving AI

Developer ToolsGo

ArcadeOps Public Discovery

Read-only ArcadeOps discovery for developer docs, OAuth, OpenAPI and synthetic sandbox.

Developer ToolsRemote

Asc

App Store Connect + StoreKit 2 from any AI client. 982 tools from Apple's OpenAPI spec.

Developer Tools

Aspro.cloud Unofficial Mcp

A Model Context Protocol server that exposes the Aspro.Cloud REST API to LLM clients (Claude Desktop, Claude Code, etc.). The server ships with the bundled OpenAPI spec, so the model can discover…

Developer Tools

Auto MCP

Transform any OpenAPI/Swagger definition into a fully-featured Model Context Protocol (MCP) server

Developer ToolsRemoteGo

Axiom Relay

Free agent-service discovery, OpenAPI document checks, and receipt verification. No API key needed.

Developer ToolsRemote

Baserow Schema MCP

MCP server for Baserow: a generic Baserow API client with 2FA authentication (TOTP) and OpenAPI validation.

Developer Tools

Baton

Let your AI assistant work in a Baton workspace. Baton is a git-native API client (a Postman alternative): requests, collections and environments are plain YAML files in a repository you own. The…

Developer Tools

Bridge

Create hosted MCP servers from any OpenAPI spec. Requires a free Kaiva Bridge account.

Developer ToolsRemote

build-mcp

MCP有多火,已经不需要我再赘述。作为一项新兴技术,中文互联网上对如何开发MCP服务的资料多如牛毛,但大多数语焉不详或者浅尝辄止,大多数案例都是照搬官方文档的示例简述一下水文。

Healthcare & Life SciencesRemote

Claw2immich

claw2immich is a Python MCP (Model Context Protocol) server that exposes selected Immich REST API endpoints. It uses the Immich OpenAPI spec for API

Developer ToolsPython

Code

Doc-MCP: Swagger to ApiFox MCP Server - Node.js版本

Developer Tools

Code2postman Mcp

Code2Postman MCP is an open-source tool that leverages the Model Context Protocol to help developers quickly generate Postman collections from their codebase. This tool analyzes your code files…

API Development & Testing

coinone-mcp-server

This project provides a server-side implementation of the Coinone Cryptocurrency Exchange OpenAPI using the Model Context Protocol (MCP). It offers comprehensive tools including the retrieval of…

Developer Tools

Com.httpstatus

24 AI-callable tools for API testing, mocking, monitoring, security, and automation — directly from your AI assistant.

Monitoring & ObservabilityRemote

Communicate Developer Docs

Read-only access to Communicate developer guides, OpenAPI summaries, and support contact.

Documentation & API ReferencesRemote

Data APIs SEC Event Intelligence API

Data APIs SEC Event Intelligence API for SEC API/EDGAR filings, OpenAPI, MCP, A2A at data-apis.com.

Developer ToolsRemote

Datamcp — Hosted Model Context Protocol for Databases, APIs, and Agent Memory

PostgreSQL, MySQL, OpenAPI/Swagger, and shared Agent Memory with scoped access.

DatabasesRemote

Developing a Spring AI Enhanced Restaurant Booking System Employing an API-first Approach

This multi-module project hosts a client code-generated from an OpenAPI derivative of the ResOs API combined with a Spring AI implementation. It also includes an MCP server, MCP client configuration…

Developer Tools

Dust Postman Railway

Dust MCP Server with advanced agent conversation features

Developer ToolsTypeScript

Eyeot ERP

ERP français avec serveur MCP natif : plus de 1 800 actions métier auto-générées via OpenAPI.

Developer ToolsRemote

F5 Distributed Cloud Terraform Provider

F5 Distributed Cloud Terraform provider docs, 270+ OpenAPI specs, and subscription info for AI.

Cloud & DevOps

Falsifylab Alpha MCP

Free tier auto-applies. OAuth 2.1 + PKCE flow for paid plan via Whop. Streamable HTTP transport. Full OpenAPI 3.1 spec at

Developer ToolsRemotePython

FinBridge

Official sources only, and only sources we may redistribute: OpenDART, SEC EDGAR, EDINET, TWSE/TPEx OpenAPI, ESEF filings and data.go.kr (Financial Services Commission). Every answer names its…

Finance & Market DataRemote

Finhay-mcp

Vietnam stock market data & portfolios via Finhay Securities OpenAPI.

Finance & Market DataRemote

GAIP Integration & Protocol Agent

Developer checks and Agent Observatory: A2A, MCP and OpenAPI checks with a dated change log.

Developer ToolsRemote

Gatana

MCP gateway for every MCP server, OpenAPI spec and FaaS tool behind one URL: SSO, SCIM, audit logs.

Developer ToolsRemote

Gentoro

Gentoro generates MCP Servers based on OpenAPI specifications.

Developer ToolsRemote

Ghosty Studio docs

Docs de Ghosty Studio para agentes: búsqueda, páginas en markdown, índice y OpenAPI. Sin auth.

Documentation & API ReferencesRemote

google-calendar-mcp-server

This project integrates the Google Calendar v3 APIs with a custom MCP (Model Context Protocol) Server, enabling natural language interaction with your calendar via tools like Claude Desktop.

Productivity & Project ManagementRemote

Go Openapi Exploration

A Model Context Protocol (MCP) server that enables LLMs to explore and understand OpenAPI specifications through structured tools.

Developer ToolsGo

Gpt Sovits

このプロジェクトは、GPT-SoVITSのAPIサーバーをModel Context Protocol (MCP) ツールとして利用できるようにするMCPサーバーです。FastAPI-MCPを使用してSwagger仕様から自動的にMCPツール定義を生成します。

Developer ToolsPython

Greyhack

A Grey Hack MCP server for Cursor IDE with GitHub code search, Greybel-JS transpilation, API validation and script generation

Developer ToolsTypeScript

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