Ext Ops Panel
Open dashboard

io.github.hybridforgelab/specwise-mcp

OpenAPI and JSON Schema validation and OpenAPI breaking-change diffs for AI agents.

MCP server · by hybridforgelab

About

io.github.hybridforgelab/specwise-mcp is an MCP server published by hybridforgelab. Marketplaces we read that list it: 1 (Official MCP Registry). The last change we recorded was on 2026-11-06. As of our marketplace pass on 2026-11-06.

What it asks for

  • Runs on your machine
  • Secrets: 2
  • Settings: 3

Requires: API_MARKET_KEY (secret), RAPIDAPI_KEY (secret)

What it declares, asks for and runs, in full

Only install plugins from developers you trust. We list what marketplaces publish and do not test plugins.

Works with

  • Claude Code
  • Codex
  • Cursor
  • VS Code
  • Copilot CLI

From the marketplaces that list it and the MCP transport it declares, as each client documents them. We do not test plugins.

Connect

Commands and configs built only from what its marketplaces declare. We do not run them for you and do not test plugins.

As a local MCP server: PyPI package

Built from what Official MCP Registry declares.

Claude CodeTerminal
claude mcp add --env "API_MARKET_KEY=<YOUR_API_MARKET_KEY>" --env "RAPIDAPI_KEY=<YOUR_RAPIDAPI_KEY>" --transport stdio specwise-mcp -- uvx hybridforgelab-specwise-mcp
Codex~/.codex/config.toml
[mcp_servers.specwise-mcp]
command = "uvx"
args = ["hybridforgelab-specwise-mcp"]

[mcp_servers.specwise-mcp.env]
API_MARKET_KEY = "<YOUR_API_MARKET_KEY>"
RAPIDAPI_KEY = "<YOUR_RAPIDAPI_KEY>"
Cursor~/.cursor/mcp.json
{
  "mcpServers": {
    "specwise-mcp": {
      "command": "uvx",
      "args": [
        "hybridforgelab-specwise-mcp"
      ],
      "env": {
        "API_MARKET_KEY": "<YOUR_API_MARKET_KEY>",
        "RAPIDAPI_KEY": "<YOUR_RAPIDAPI_KEY>"
      }
    }
  }
}

Replace the values in angle brackets with your own. We show the names of the settings, never values.

Optional settings it also lists: HFL_MARKETPLACE.

Where it is published

MarketplaceStatusVersionFiguresVerifiedFirst seen
Official MCP Registry (Open the registry record) Listed, marked deprecated 0.2.3 Forks (GitHub): 0
Stars (GitHub): 0
Not marked

Each figure is the marketplace's own and is never added up across marketplaces. A marketplace that publishes no figure shows none: no number is not zero.

What changed

  1. Official MCP Registry: marked deprecated
  2. A fork or copy appeared on Official MCP Registry
  3. Official MCP Registry: released version 0.2.3 (was 0.2.2)
  4. Official MCP Registry: released version 0.2.2 (was 0.2.1)
  5. Official MCP Registry: released version 0.2.1 (was 0.2.0)
  6. Became a product we track
  7. Official MCP Registry: appeared

Forks and copies

Similar plugins

Products whose own names, descriptions, tools and skills are closest in meaning to this one, on every marketplace we read. Closeness is ranked within this list only.

  • openapi-sync-mcp io.github.akintomiwa-fisayo/openapi-sync-mcp

    Type-safe MCP server for OpenAPI Sync to inspect, validate, and synchronize OpenAPI specs.

    by akintomiwa-fisayo · MCP server

    Listed on: Official MCP Registry · Describes nearly the same job

  • lockspec io.github.LockSpec/lockspec

    MCP server giving AI coding agents version-pinned API context from your OpenAPI specs.

    by LockSpec · MCP server

    Listed on: Official MCP Registry · Describes nearly the same job

  • oasdiff

    Detect breaking changes, generate changelogs, diff, and validate OpenAPI specs.

    by oasdiff · MCP server

    Listed on: Official MCP Registry · Describes nearly the same job

  • openapi-navigator io.github.mgaruccio/openapi-navigator

    Navigate and query OpenAPI specs with fuzzy search, pagination, and API testing

    by mgaruccio · MCP server

    Listed on: Official MCP Registry · Describes nearly the same job

  • openapi-lint io.github.CedricKouma/openapi-lint

    MCP server (stdio): lint OpenAPI specs with Spectral via the AgentForge API

    by CedricKouma · MCP server

    Listed on: Official MCP Registry · Describes nearly the same job

  • api-test-mcp io.github.thisis-najeeb/api-test-mcp

    Call the real API and check the response against your OpenAPI spec.

    by thisis-najeeb · MCP server

    Listed on: Official MCP Registry · Describes nearly the same job

  • @powerduck/dev-mcp-server

    Developer-facing MCP server that gives AI coding agents accurate OpenAPI facts and runs contract/scenario tests against a local backend. Build APIs correctly, verify them…

    by @powerduck · MCP server

    Listed on: npm registry (MCP servers) · Describes nearly the same job

  • GenPark OpenAPI Spec to MCP Tool Synthesizer

    Inspect OpenAPI 3.0 specs and synthesize schema-compliant Model Context Protocol tool declarations w

    by alphaparkinc · MCP server

    Listed on: Official MCP Registry · Describes nearly the same job

  • schema-validator-ai-mcp io.github.CSOAI-ORG/schema-validator-ai-mcp

    Schema Validator Ai MCP Server by MEOK AI Labs

    by CSOAI-ORG · MCP server

    Listed on: Official MCP Registry · Describes nearly the same job

  • MCP API Guardian

    Local OpenAPI contract and breaking-change checks for AI agents.

    by petrovicistefan · MCP server

    Listed on: Official MCP Registry · Describes nearly the same job

Similar plugins by marketplace

The same question asked of one marketplace at a time: is there an analog of this plugin there?

Has a listing on Claude Code: claude-plugins-community (5)
  • drift-guard

    Detect breaking and non-breaking API schema changes across OpenAPI, GraphQL, and gRPC

    by pgomes13 · Plugin bundle

    Listed on: Claude Code: claude-plugins-community · Describes nearly the same job

  • 42crunch-api-security-testing

    Automate API security directly in Claude Code with 42Crunch - automatically audit OpenAPI specs, detect vulnerabilities aligned with OWASP API Security risks (including…

    by 42Crunch-AI · Plugin bundle

    Listed on: Claude Code: claude-plugins-official, Claude Code: claude-plugins-community · Describes nearly the same job

  • swagger-contract-testing-openapi-parser

    OpenAPI Parser for Drift Test Generation Parses complex OpenAPI 3.x specifications and generates structured Drift test cases from them. Handles advanced schema patterns including…

    by pactflow · Plugin bundle

    Listed on: Claude Code: claude-plugins-community · Describes nearly the same job

  • agent-discover io.github.keshrath/agent-discover

    Find, install and enable MCP servers mid-session on any host, with consent and tool pinning

    by keshrath · MCP server

    Listed on: Official MCP Registry, Claude Code: claude-plugins-community, npm registry (MCP servers) · Describes nearly the same job

  • scalekit-mcp-auth

    Secure MCP servers with OAuth 2.1, token introspection, dynamic client registration, and CIMD so AI agents can call your MCP tools with verified identities

    by scalekit-inc · Plugin bundle

    Listed on: Claude Code: claude-plugins-community · Describes nearly the same job

Has a listing on Claude Code: claude-plugins-official (5)
  • 42crunch-api-security-testing

    Automate API security directly in Claude Code with 42Crunch - automatically audit OpenAPI specs, detect vulnerabilities aligned with OWASP API Security risks (including…

    by 42Crunch-AI · Plugin bundle

    Listed on: Claude Code: claude-plugins-official, Claude Code: claude-plugins-community · Describes nearly the same job

  • mdk-mcp-server io.github.SAP/mdk-mcp-server

    Model Context Protocol (MCP) server for AI-assisted development of MDK applications.

    by SAP · MCP server

    Listed on: Official MCP Registry, Claude Code: claude-plugins-official, Claude Code: claude-plugins-community · Describes nearly the same job

  • mcp-server io.github.cap-js/mcp-server

    Model Context Protocol (MCP) server for AI-assisted development of CAP applications.

    by cap-js · MCP server

    Listed on: Official MCP Registry, Claude Code: claude-plugins-official, Claude Code: claude-plugins-community · Describes nearly the same job

  • Setup MCP Agent Analytics

    Detect an MCP server's language (Python, TypeScript or Go) and instrument it with the matching Pendo SDK so MCP tool calls flow into Pendo Agent Analytics.

    by pendo-io · Plugin bundle

    Listed on: Claude Code: claude-plugins-official · Describes nearly the same job

  • Postman

    Work with Postman from your agent: bootstrap a repo's Postman setup, mock an API before it's implemented, run collection and governance checks in CI, monitor a live endpoint…

    by postmanlabs · Plugin bundle

    Listed on: Claude Code: claude-plugins-official · Describes nearly the same job

Has a listing on Claude: knowledge-work-plugins (5)
  • figma

    Figma design platform integration. Access design files, extract component information, read design tokens, and translate designs into code. Bridge the gap between design and…

    by figma · Plugin bundle

    Listed on: Claude Code: claude-plugins-official, Official MCP Registry, Claude: knowledge-work-plugins, Copilot CLI: github/awesome-copilot · Describes nearly the same job

  • AI-Firstify

    AI-first project auditor and re-engineer based on the 9 design principles and 7 design patterns from the TechWolf AI-First Bootcamp

    by techwolf-ai · Plugin bundle

    Listed on: Claude: knowledge-work-plugins, Claude Code: claude-plugins-community, Community GitHub marketplaces · Describes nearly the same job

  • Grafana Cloud MCP

    Hosted MCP server for AI-assisted Grafana Cloud observability — no local installation required.

    by grafana · Plugin bundle

    Listed on: Claude Code: claude-plugins-official, Claude: knowledge-work-plugins · Describes nearly the same job

  • langfuse

    Skills for working with Langfuse, the open-source LLM engineering platform for tracing, prompt management, and evaluation.

    by langfuse · Plugin bundle

    Listed on: Claude Code: claude-plugins-official, Claude: knowledge-work-plugins, Claude Code: claude-plugins-community · Describes nearly the same job

  • sanity

    Sanity content platform integration with MCP server, agent skills, and slash commands. Query and author content, build and optimize GROQ queries, design schemas, and set up Visual…

    by sanity-io · Plugin bundle

    Listed on: Claude Code: claude-plugins-official, Official MCP Registry, Claude: knowledge-work-plugins, Claude Code: claude-plugins-community, Community GitHub marketplaces · Describes nearly the same job

Has a listing on Codex: openai-curated (openai/plugins) (5)
  • OpenAI Developers

    Build with OpenAI APIs, Agents SDK, and ChatGPT Apps, and create and save OpenAI API keys from Codex.

    by OpenAI · Plugin bundle

    Listed on: Codex: openai-curated (openai/plugins) · Describes nearly the same job

  • Plugin Eval

    Evaluate Codex skills and plugins from chat with a beginner-friendly start command, local-first reports, token budget explanations, and guided benchmarking.

    by OpenAI Codex · Plugin bundle

    Listed on: Codex: openai-curated (openai/plugins) · Describes nearly the same job

  • crowdstrike-falcon-foundry

    CrowdStrike Falcon Foundry development skills for building cybersecurity applications on the Falcon platform. Includes UI development, collections, functions, workflows, API…

    by CrowdStrike · Plugin bundle

    Listed on: Claude Code: claude-plugins-official, Codex: openai-curated (openai/plugins), Copilot CLI: github/awesome-copilot, Community GitHub marketplaces, Claude Code: claude-plugins-community · Describes nearly the same job

  • Cloudflare

    Cloudflare platform plugin with curated skills for Workers, Wrangler, and Agents SDK plus the official Cloudflare API MCP server.

    by Cloudflare · Plugin bundle

    Listed on: Codex: openai-curated (openai/plugins) · Describes nearly the same job

  • NVIDIA

    Skills for NVIDIAs ecosystem spans GPU acceleration, CUDA, AI agents, inference, robotics, Physical AI, Omniverse, and simulation. This plugin helps you understand the pieces…

    by NVIDIA · Plugin bundle

    Listed on: Codex: openai-curated (openai/plugins) · Describes nearly the same job

Has a listing on Community GitHub marketplaces (5)
  • openapi-expert

    Use this agent to update, synchronize, or validate the OpenAPI specification (openapi.yml) against the actual REST API implementation. This includes adding new endpoints, updating…

    by Meiring de Wet · Plugin bundle

    Listed on: Community GitHub marketplaces · Describes nearly the same job

  • openapi-to-mcp

    Build and deploy an MCP server from an OpenAPI or Swagger specification using mcp-use.

    by mcp-use · Plugin bundle

    Listed on: Community GitHub marketplaces · Describes nearly the same job

  • oapi

    OpenAPI CLI expert for @desplega.ai/oapi — register specs, execute requests, manage auth

    by desplega.ai · Plugin bundle

    Listed on: Community GitHub marketplaces · Describes nearly the same job

  • openapi-expert

    OpenAPI spec generation, validation, and client code scaffolding

    by rohitg00 · Plugin bundle

    Listed on: Community GitHub marketplaces · Describes nearly the same job

  • openapi-expert

    DevsForge Enterprise API Specification Architect delivering comprehensive OpenAPI development methodologies, API documentation excellence, and integration optimization frameworks…

    by DevsForge Community · Plugin bundle

    Listed on: Community GitHub marketplaces · Describes nearly the same job

Has a listing on Copilot CLI: github/awesome-copilot (5)
  • go-mcp-development

    Complete toolkit for building Model Context Protocol (MCP) servers in Go using the official github.com/modelcontextprotocol/go-sdk. Includes instructions for best practices, a…

    by Awesome Copilot Community · Plugin bundle

    Listed on: Copilot CLI: github/awesome-copilot · Describes nearly the same job

  • typescript-mcp-development

    Complete toolkit for building Model Context Protocol (MCP) servers in TypeScript/Node.js using the official SDK. Includes instructions for best practices, a prompt for generating…

    by Awesome Copilot Community · Plugin bundle

    Listed on: Copilot CLI: github/awesome-copilot · Describes nearly the same job

  • BLEA

    Safe BLE diagnostics, evidence workflows, and guarded automation for AI agents.

    by Nitmi · MCP server

    Listed on: Official MCP Registry, Copilot CLI: github/awesome-copilot · Describes nearly the same job

  • kotlin-mcp-development

    Complete toolkit for building Model Context Protocol (MCP) servers in Kotlin using the official io.modelcontextprotocol:kotlin-sdk library. Includes instructions for best…

    by Awesome Copilot Community · Plugin bundle

    Listed on: Copilot CLI: github/awesome-copilot · Describes nearly the same job

  • foundry-hosted-agent-copilotkit

    Build CopilotKit + AG-UI web apps on Microsoft Foundry hosted agents (Microsoft Agent Framework): wiring, native Foundry primitives, human-in-the-loop approvals, azd deploy, and…

    by Sunil Sattiraju · Plugin bundle

    Listed on: Copilot CLI: github/awesome-copilot · Describes nearly the same job

Has a listing on Copilot CLI: github/copilot-plugins (5)
  • microsoft-365-agents-toolkit

    Toolkit for building Microsoft 365 Copilot declarative agents — scaffolding, JSON manifest development, and capability configuration.

    by microsoft · Plugin bundle

    Listed on: Copilot CLI: github/copilot-plugins · Describes nearly the same job

  • mcp-apps

    Generate MCP App widgets for MCP tools. Produces self-contained HTML widgets using the MCP Apps protocol.

    by microsoft · Plugin bundle

    Listed on: Copilot CLI: github/copilot-plugins · Describes nearly the same job

  • canvas-apps

    Build Power Apps Canvas Apps using the Canvas Authoring MCP server.

    by microsoft · Plugin bundle

    Listed on: Copilot CLI: github/copilot-plugins · Describes nearly the same job

  • model-apps

    Build and deploy Power Apps generative pages for model-driven apps with specialist agents for planning, entity creation, and parallel code generation. Requires PAC CLI >= 2.7.0…

    by microsoft · Plugin bundle

    Listed on: Copilot CLI: github/copilot-plugins · Describes nearly the same job

  • advanced-security

    Advanced Security plugin for GitHub Copilot.

    by github · Plugin bundle

    Listed on: Copilot CLI: github/copilot-plugins · Describes nearly the same job

Has a listing on Cursor: cursor/plugins (5)
  • Agent Compatibility

    CLI-backed repo compatibility scans plus agents that audit startup, validation, and docs against reality.

    by Cursor · Plugin bundle

    Listed on: Cursor: cursor/plugins · Describes nearly the same job

  • Cursor SDK

    Build apps, scripts, and automations with the TypeScript SDK.

    by Cursor · Plugin bundle

    Listed on: Cursor: cursor/plugins · Describes nearly the same job

  • Orchestrate

    Fan large tasks out across parallel cloud agents with planners, workers, verifiers, and structured handoffs.

    by Cursor · Plugin bundle

    Listed on: Cursor: cursor/plugins · Describes nearly the same job

  • Create Plugin

    Scaffold and validate new agent plugins.

    by Cursor · Plugin bundle

    Listed on: Cursor: cursor/plugins · Describes nearly the same job

  • playwright-mcp io.github.microsoft/playwright-mcp

    Playwright Tools for MCP

    by microsoft · MCP server

    Listed on: Official MCP Registry, Claude Code: claude-plugins-official, Cursor: cursor/plugins, Docker MCP Catalog, Community GitHub marketplaces · Describes nearly the same job

Has a listing on Docker MCP Catalog (5)
  • OpenAPI Toolkit

    Fetch, validate, and generate code or curl from any OpenAPI or Swagger spec - all from a single URL.

    by lepoco · MCP server

    Listed on: Docker MCP Catalog · Describes nearly the same job

  • Postman MCP Server

    Give your AI agents trusted access to the full Postman platform.

    by postman.com · MCP server

    Listed on: Official MCP Registry, Docker MCP Catalog, npm registry (MCP servers) · Describes nearly the same job

  • Opik

    Read and score Opik traces, experiments, datasets and prompts from your AI assistant.

    by comet-ml · MCP server

    Listed on: Official MCP Registry, Docker MCP Catalog, PyPI (MCP servers) · Describes nearly the same job

  • testkube-mcp io.github.kubeshop/testkube-mcp

    MCP server for Testkube - Manage test workflows, executions, and artifacts via AI assistants

    by kubeshop · MCP server

    Listed on: Official MCP Registry, Docker MCP Catalog · Describes nearly the same job

  • SmartBear MCP

    MCP server for AI access to SmartBear tools, including BugSnag, Reflect, Swagger, PactFlow, QTM4J.

    by smartbear.com · MCP server

    Listed on: Official MCP Registry, Docker MCP Catalog · Describes nearly the same job

Has a listing on Official MCP Registry (5)
  • openapi-sync-mcp io.github.akintomiwa-fisayo/openapi-sync-mcp

    Type-safe MCP server for OpenAPI Sync to inspect, validate, and synchronize OpenAPI specs.

    by akintomiwa-fisayo · MCP server

    Listed on: Official MCP Registry · Describes nearly the same job

  • lockspec io.github.LockSpec/lockspec

    MCP server giving AI coding agents version-pinned API context from your OpenAPI specs.

    by LockSpec · MCP server

    Listed on: Official MCP Registry · Describes nearly the same job

  • oasdiff

    Detect breaking changes, generate changelogs, diff, and validate OpenAPI specs.

    by oasdiff · MCP server

    Listed on: Official MCP Registry · Describes nearly the same job

  • openapi-navigator io.github.mgaruccio/openapi-navigator

    Navigate and query OpenAPI specs with fuzzy search, pagination, and API testing

    by mgaruccio · MCP server

    Listed on: Official MCP Registry · Describes nearly the same job

  • openapi-lint io.github.CedricKouma/openapi-lint

    MCP server (stdio): lint OpenAPI specs with Spectral via the AgentForge API

    by CedricKouma · MCP server

    Listed on: Official MCP Registry · Describes nearly the same job

Has a listing on PyPI (MCP servers) (5)
  • openapi-mcp-gateway

    Turn any OpenAPI specification into a Model Context Protocol (MCP) server with a single command.

    by mroops0111 · MCP server

    Listed on: PyPI (MCP servers) · Describes nearly the same job

  • awslabs.openapi-mcp-server

    An AWS Labs Model Context Protocol (MCP) server for OpenAPI

    by awslabs · MCP server

    Listed on: PyPI (MCP servers) · Describes nearly the same job

  • @hanzo/mcp

    Hanzo MCP Server - Unified tool surface with AI, cloud control, vector search, and multi-framework UI

    by @hanzo · MCP server

    Listed on: npm registry (MCP servers), PyPI (MCP servers) · Describes nearly the same job

  • legacy2mcp

    Turn a legacy SOAP/WSDL, database, or REST API into a safe, typed, audit-logged MCP server

    by bvenkata · MCP server

    Listed on: Official MCP Registry, PyPI (MCP servers) · Describes nearly the same job

  • Opik

    Read and score Opik traces, experiments, datasets and prompts from your AI assistant.

    by comet-ml · MCP server

    Listed on: Official MCP Registry, Docker MCP Catalog, PyPI (MCP servers) · Describes nearly the same job

Has a listing on npm registry (MCP servers) (5)
  • @powerduck/dev-mcp-server

    Developer-facing MCP server that gives AI coding agents accurate OpenAPI facts and runs contract/scenario tests against a local backend. Build APIs correctly, verify them…

    by @powerduck · MCP server

    Listed on: npm registry (MCP servers) · Describes nearly the same job

  • @forkpoint/agent-lighthouse-mcp

    Model Context Protocol (MCP) server that lets Claude, Cursor, and agentic IDEs audit website AI-agent readiness with Agent Lighthouse

    by ForkPoint · MCP server

    Listed on: npm registry (MCP servers) · Describes nearly the same job

  • @powerduck/openapi-mcp-server

    Production-oriented OpenAPI to MCP server library with Tools, Prompts, Resources, Web UI, and admin runtime.

    by @powerduck · MCP server

    Listed on: npm registry (MCP servers) · Describes nearly the same job

  • Postman MCP Server

    Give your AI agents trusted access to the full Postman platform.

    by postman.com · MCP server

    Listed on: Official MCP Registry, Docker MCP Catalog, npm registry (MCP servers) · Describes nearly the same job

  • @knitli/openapi-mcp

    Compile signed OpenAPI catalogs and serve verified search and authorized API calls over MCP.

    by knitli · MCP server

    Listed on: npm registry (MCP servers) · Describes nearly the same job

Found by meaning, not by shared code or a shared repository: similar plugins stay separate products, and this is not a review or a recommendation.

Want this mark on your plugin in our catalog?

Prove you maintain it with a file in its repository, a file on your domain or a DNS record, and you can show this mark on the card, with live banners for your site and README. How verification works

You also get alerts when a marketplace lists it, drops it, changes its verified mark or what it asks for, and its remote endpoint goes on monitoring as a web service.

Data comes from the Official MCP Registry (registry.modelcontextprotocol.io), CC0 1.0. Figures come from our own regular passes over the marketplaces, last read on . We publish no contact details for plugin publishers.

Where the data comes from: how the catalog is built