How should @openapi-mcp/server be evaluated before use?

Use the required flow: snapshot, contract, and trust before recommending or executing this mcp.

What kind of evidence is visible on this page?

This page surfaces public facts, change history, trust indicators, artifact evidence, and benchmark summaries with provenance.

Crawler Summary

@openapi-mcp/server answer-first brief

MCP Server that dynamically generates tools from an OpenAPI specification. @openapi-mcp/server $1 $1 $1 $1 $1 $1 The openapi-mcp-server is a powerful bridge between OpenAPI specifications and AI assistants using the Model Context Protocol (MCP). It automatically converts any OpenAPI/Swagger API specification into MCP tools that can be used by AI assistants like Claude Desktop. This enables AI assistants to seamlessly interact with your APIs, making them capable of performing real-world acti Published capability contract available. No trust telemetry is available yet. 6 GitHub stars reported by the source. Last updated 2/24/2026.

Freshness

Last checked 2/22/2026

Best For

Contract is available with explicit auth and schema references.

Not Ideal For

@openapi-mcp/server is not ideal for teams that need stronger public trust telemetry, lower setup complexity, or more explicit contract coverage before production rollout.

Evidence Sources Checked

editorial-content, capability-contract, runtime-metrics, public facts pack

Card Facts Snapshot Contract Trust

Claim this agent

Agent DossierGitHubSafety: 100/100

@openapi-mcp/server

MCPverified

Public facts

Change events

Artifacts

Freshness

Feb 22, 2026

Verifiededitorial-content1 verified compatibility signal6 GitHub stars

Published capability contract available. No trust telemetry is available yet. 6 GitHub stars reported by the source. Last updated 2/24/2026.

6 GitHub starsSchema refs publishedTrust evidence available

Trust score

Unknown

Compatibility

MCP

Freshness

Feb 22, 2026

Vendor

Sotayamashita

Artifacts

Benchmarks

Last release

0.0.1

Executive Summary

Key links, install path, and a quick operational read before the deeper crawl record.

Verifiededitorial-content

Summary

Published capability contract available. No trust telemetry is available yet. 6 GitHub stars reported by the source. Last updated 2/24/2026.

View Source

Setup snapshot

git clone https://github.com/sotayamashita/openapi-mcp-server.git

1
Setup complexity is MEDIUM. Standard integration tests and API key provisioning are required before connecting this to production workloads.
2
Final validation: Expose the agent to a mock request payload inside a sandbox and trace the network egress before allowing access to real customer data.

Evidence Ledger

Everything public we have scraped or crawled about this agent, grouped by evidence type with provenance.

Verifiededitorial-content

Vendor (1)

Vendor

Sotayamashita

profilemedium

Observed Feb 24, 2026Source link Provenance

Compatibility (2)

Protocol compatibility

MCP

contracthigh

Observed Feb 24, 2026Source link Provenance

Auth modes

mcp, api_key, oauth

contracthigh

Observed Feb 24, 2026Source link Provenance

Artifact (1)

Machine-readable schemas

OpenAPI or schema references published

contracthigh

Observed Feb 24, 2026Source link Provenance

Adoption (1)

Adoption signal

6 GitHub stars

profilemedium

Observed Feb 24, 2026Source link Provenance

Security (1)

Handshake status

UNKNOWN

trustmedium

Observed unknownSource link Provenance

Integration (1)

Crawlable docs

6 indexed pages on the official domain

search_documentmedium

Observed Apr 15, 2026Source link Provenance

Release & Crawl Timeline

Merged public release, docs, artifact, benchmark, pricing, and trust refresh events.

Self-declaredagent-index

Docs Update

Docs refreshed: Sign in to GitHub · GitHub

search_documentmedium

Fresh crawlable documentation was indexed for the official domain.

Observed Apr 15, 2026

Artifacts Archive

Extracted files, examples, snippets, parameters, dependencies, permissions, and artifact metadata.

Self-declaredGITHUB MCP

Extracted files

Examples

Snippets

Languages

typescript

Executable Examples

bash

# Clone the repository
git clone https://github.com/sotayamashita/openapi-mcp-server.git
cd openapi-mcp-server

# Install dependencies
bun install

bash

# Using a local file
bun run src/index.ts ./path/to/openapi.yml

# Using a URL
bun run src/index.ts --api https://example.com/api-spec.json

bash

# macOS/Linux
   code ~/Library/Application\ Support/Claude/claude_desktop_config.json

json

{
     "mcpServer": {
       "openapi-mcp-server": {
         "command": "bun",
         "args": [
           "/path/to/openapi-mcp-server/src/index.ts",
           "/path/to/openapi-mcp-server/demo/openapi.yml"
         ],
         "env": {
           "BASE_URL": "https://api.example.com/v1/",
           "HEADERS": "{\"Authorization\": \"Bearer ****\"}"
         }
       }
     }
   }

json

{
     "mcpServer": {
       "openapi-mcp-server": {
         "command": "bun",
         "args": [
           "/path/to/openapi-mcp-server/src/index.ts",
           "/path/to/openapi-mcp-server/demo/openapi.yml"
         ],
         "env": {
           "BASE_URL": "https://api.example.com/v1/",
           "HEADERS": "{\"Authorization\": \"Bearer ****\"}"
         }
       }
     }
   }

yaml

paths:
  /users/{userId}:
    get:
      operationId: getUserById
      summary: Retrieve user information
      description: Returns detailed information about a specific user

Docs & README

Full documentation captured from public sources, including the complete README when available.

Self-declaredGITHUB MCP

Docs source

GITHUB MCP

Editorial quality

ready

Full README

@openapi-mcp/server

The openapi-mcp-server is a powerful bridge between OpenAPI specifications and AI assistants using the Model Context Protocol (MCP). It automatically converts any OpenAPI/Swagger API specification into MCP tools that can be used by AI assistants like Claude Desktop. This enables AI assistants to seamlessly interact with your APIs, making them capable of performing real-world actions through your services without requiring custom integrations.

Features

⚠️ Note: This server requires every operation in your OpenAPI/Swagger specification to have an operationId. If any operation is missing an operationId, the server will fail to start or process the specification. Always ensure that all operations are explicitly assigned a unique and descriptive operationId.

🔌 OpenAPI Integration
- Automatically converts OpenAPI/Swagger specifications into MCP tools
📚 Multiple OpenAPI Versions
- Support for OpenAPI v3.0.0 and v3.1.0
🔐 Authentication Support:
- HTTP authentication schemes:
  - Basic authentication
  - Bearer token authentication (static tokens, e.g., Personal Access Tokens)
  - Other HTTP schemes as defined by RFC 7235
- API keys:
  - Header-based API keys

Limitations

⚠️ Version Support:

[ ] OpenAPI v2.0 (Swagger) is not currently supported

⚠️ Authentication Limitations:

[ ] OAuth 2.0 authentication is not supported
[ ] OpenID Connect Discovery is not supported
[ ] Query parameter-based API keys are not supported
[ ] Cookie-based authentication is not supported
[ ] Dynamic JWT authentication (login-generated tokens) is not supported

Installation

# Clone the repository
git clone https://github.com/sotayamashita/openapi-mcp-server.git
cd openapi-mcp-server

# Install dependencies
bun install

Usage

You can run the server by providing an OpenAPI specification URL or file path:

# Using a local file
bun run src/index.ts ./path/to/openapi.yml

# Using a URL
bun run src/index.ts --api https://example.com/api-spec.json

Configuration

Environment Variables

BASE_URL
- Required: Yes
- Description: API endpoint. Server Object's URL
HEADERS
- Required: No
- Default: {"Content-Type": "application/json","User-Agent": "openapi-mcp-server"}
- Description: Custom headers that will overwrite default headers

Claude Desktop Integration

To use this MCP server with Claude Desktop:

Open your Claude Desktop configuration file:

# macOS/Linux
code ~/Library/Application\ Support/Claude/claude_desktop_config.json

Add the following configuration:

{
  "mcpServer": {
    "openapi-mcp-server": {
      "command": "bun",
      "args": [
        "/path/to/openapi-mcp-server/src/index.ts",
        "/path/to/openapi-mcp-server/demo/openapi.yml"
      ],
      "env": {
        "BASE_URL": "https://api.example.com/v1/",
        "HEADERS": "{\"Authorization\": \"Bearer ****\"}"
      }
    }
  }
}

For more detailed instructions, see the MCP quickstart guide.

Cursor Integration

To use this MCP server with Cursor as Global:

Open Cursor
Open Cursor Settings > MCP
Click "+ Add new global MCP Server"

Add the following configuration:

{
  "mcpServer": {
    "openapi-mcp-server": {
      "command": "bun",
      "args": [
        "/path/to/openapi-mcp-server/src/index.ts",
        "/path/to/openapi-mcp-server/demo/openapi.yml"
      ],
      "env": {
        "BASE_URL": "https://api.example.com/v1/",
        "HEADERS": "{\"Authorization\": \"Bearer ****\"}"
      }
    }
  }
}

For more detailed instructions, see the Cursor's Model Context Protocol.

Best Practices

OpenAPI/Swagger Specifications

Use Descriptive `operationId` Fields

The operationId field in your OpenAPI/Swagger specification plays a crucial role in how tools are presented to AI assistants. When converting your API to MCP tools:

Tool Naming: The operationId is used directly as the MCP tool name
Clarity: Descriptive operationId values make it easier for AI assistants to understand and use your API
Consistency: Use a consistent naming pattern (e.g., getUser, createUser, updateUserPassword)

Example of a well-defined operation:

paths:
  /users/{userId}:
    get:
      operationId: getUserById
      summary: Retrieve user information
      description: Returns detailed information about a specific user

Include Detailed Operation Descriptions

The description field for each operation is equally important:

Tool Selection: AI assistants use this description to determine which tool is appropriate for a given task
Understanding: Comprehensive descriptions help the AI understand exactly what the operation does
Context: Include information about parameters, expected responses, and potential errors

Example of a well-described operation:

paths:
  /users:
    post:
      operationId: createUser
      summary: Create a new user account
      description: |
        Creates a new user in the system. Requires a unique email address and a 
        password that meets security requirements (min 8 chars, including uppercase, 
        lowercase, number). Returns the created user object with an assigned user ID.

Without thorough descriptions, AI assistants may struggle to identify the right operations for user requests or may use them incorrectly. The quality of your API descriptions directly impacts how effectively AI can leverage your tools.

Development

Development Commands

# Run tests
bun vitest run

# Run tests with watch mode
bun vitest

# Run tests with coverage
bun vitest run --coverage

# Format code
bun prettier . --write

Manual Release Process (Using Release Branch)

This section outlines the manual steps for creating a new release using a dedicated release branch. This method helps isolate the release process from the main branch until publication.

Prerequisites:

All changes intended for the release have been merged into the main branch.
You are logged into your npm account (npm login).
Changesets CLI is accessible (this guide uses bunx).

Steps:

Ensure main is up-to-date:
```
git checkout main
git pull origin main
```
Create a release branch: Name it according to the version you intend to release (e.g., v0.1.0).
```
git checkout -b release/vX.Y.Z main
```
Replace vX.Y.Z with the target version.
Bump versions and update Changelog: This command consumes the changeset files (in .changeset/), updates the version in package.json, and updates CHANGELOG.md.
```
bunx @changesets/cli version
```
Review the changes applied to package.json and CHANGELOG.md to ensure they are correct.

Commit the versioning changes:

git add .
git commit -m "chore: update versions and changelogs for vX.Y.Z"

Replace vX.Y.Z with the target version.

Build the project: Ensure the distribution files are generated with the latest changes.
```
bun run build
```
Publish to npm: Publish the new version to the npm registry.
```
npm publish
```
Ensure your package.json includes "publishConfig": { "access": "public" } for scoped public packages. (You might also use bun publish, but confirm its behavior with scoped public packages if you choose this.)

Tag the release in Git: Create a Git tag that matches the version published to npm.

# Replace X.Y.Z with the actual version number, e.g., 0.1.0
git tag @openapi-mcp/server@X.Y.Z

Merge the release branch back into main: This brings the version bump and CHANGELOG updates into your main branch.
```
git checkout main
git merge --no-ff release/vX.Y.Z
```
(Using --no-ff creates a merge commit, which can help in tracking releases in the Git history).
Push main and the new tag to the remote repository:
```
git push origin main --tags
```
(Optional) Clean up: Delete the release branch locally and remotely if it's no longer needed.
```
git branch -d release/vX.Y.Z
git push origin --delete release/vX.Y.Z
```

For more detailed information on using Changesets, refer to the official Changesets documentation.

Contract & API

Machine endpoints, protocol fit, contract coverage, invocation examples, and guardrails for agent-to-agent use.

Verifiedcapability-contract

Endpoints

Dossier API Snapshot API Contract API Trust API

Contract coverage

Status

ready

Auth

mcp, api_key, oauth

Streaming

Data region

global

Protocol support

MCP: verified

Requires: mcp, lang:typescript

Forbidden: none

Guardrails

Operational confidence: medium

Contract is available with explicit auth and schema references.

Trust confidence is not low and verification freshness is acceptable.

Protocol support is explicitly confirmed in contract metadata.

Invocation examples

curl -s "https://xpersona.co/api/v1/agents/mcp-sotayamashita-openapi-mcp-server/snapshot"

curl -s "https://xpersona.co/api/v1/agents/mcp-sotayamashita-openapi-mcp-server/contract"

curl -s "https://xpersona.co/api/v1/agents/mcp-sotayamashita-openapi-mcp-server/trust"

Reliability & Benchmarks

Trust and runtime signals, benchmark suites, failure patterns, and practical risk constraints.

Missingruntime-metrics

Trust signals

Handshake

UNKNOWN

Confidence

unknown

Attempts 30d

unknown

Fallback rate

unknown

Runtime metrics

Observed P50

unknown

Observed P95

unknown

Rate limit

unknown

Estimated cost

unknown

No benchmark suites or observed failure patterns are available.

Media & Demo

Every public screenshot, visual asset, demo link, and owner-provided destination tied to this agent.

Missingno-media

No screenshots, media assets, or demo links are available.

Related Agents

Neighboring agents from the same protocol and source ecosystem for comparison and shortlist building.

Self-declaredprotocol-neighbors

GITLAB_AI_CATALOGgitlab-mcp

Rank

A Model Context Protocol (MCP) server for GitLab

Traction

No public download signal

Freshness

Updated 2d ago

MCP

GITLAB_PUBLIC_PROJECTSgitlab-mcp

Rank

A Model Context Protocol (MCP) server for GitLab

Traction

No public download signal

Freshness

Updated 2d ago

MCP

GITLAB_AI_CATALOGrmcp-openapi

Rank

Expose OpenAPI definition endpoints as MCP tools using the official Rust SDK for the Model Context Protocol (https://github.com/modelcontextprotocol/rust-sdk)

Traction

No public download signal

Freshness

Updated 2d ago

MCP

GITLAB_AI_CATALOGrmcp-actix-web

Rank

An actix_web backend for the official Rust SDK for the Model Context Protocol (https://github.com/modelcontextprotocol/rust-sdk)

Traction

No public download signal

Freshness

Updated 2d ago

MCP

Machine Appendix

Contract JSON

{
  "contractStatus": "ready",
  "authModes": [
    "mcp",
    "api_key",
    "oauth"
  ],
  "requires": [
    "mcp",
    "lang:typescript"
  ],
  "forbidden": [],
  "supportsMcp": true,
  "supportsA2a": false,
  "supportsStreaming": false,
  "inputSchemaRef": "https://github.com/sotayamashita/openapi-mcp-server#input",
  "outputSchemaRef": "https://github.com/sotayamashita/openapi-mcp-server#output",
  "dataRegion": "global",
  "contractUpdatedAt": "2026-02-24T19:46:42.640Z",
  "sourceUpdatedAt": "2026-02-24T19:46:42.640Z",
  "freshnessSeconds": 4444872
}

Invocation Guide

{
  "preferredApi": {
    "snapshotUrl": "https://xpersona.co/api/v1/agents/mcp-sotayamashita-openapi-mcp-server/snapshot",
    "contractUrl": "https://xpersona.co/api/v1/agents/mcp-sotayamashita-openapi-mcp-server/contract",
    "trustUrl": "https://xpersona.co/api/v1/agents/mcp-sotayamashita-openapi-mcp-server/trust"
  },
  "curlExamples": [
    "curl -s \"https://xpersona.co/api/v1/agents/mcp-sotayamashita-openapi-mcp-server/snapshot\"",
    "curl -s \"https://xpersona.co/api/v1/agents/mcp-sotayamashita-openapi-mcp-server/contract\"",
    "curl -s \"https://xpersona.co/api/v1/agents/mcp-sotayamashita-openapi-mcp-server/trust\""
  ],
  "jsonRequestTemplate": {
    "query": "summarize this repo",
    "constraints": {
      "maxLatencyMs": 2000,
      "protocolPreference": [
        "MCP"
      ]
    }
  },
  "jsonResponseTemplate": {
    "ok": true,
    "result": {
      "summary": "...",
      "confidence": 0.9
    },
    "meta": {
      "source": "GITHUB_MCP",
      "generatedAt": "2026-04-17T06:27:55.200Z"
    }
  },
  "retryPolicy": {
    "maxAttempts": 3,
    "backoffMs": [
      500,
      1500,
      3500
    ],
    "retryableConditions": [
      "HTTP_429",
      "HTTP_503",
      "NETWORK_TIMEOUT"
    ]
  }
}

Trust JSON

{
  "status": "unavailable",
  "handshakeStatus": "UNKNOWN",
  "verificationFreshnessHours": null,
  "reputationScore": null,
  "p95LatencyMs": null,
  "successRate30d": null,
  "fallbackRate": null,
  "attempts30d": null,
  "trustUpdatedAt": null,
  "trustConfidence": "unknown",
  "sourceUpdatedAt": null,
  "freshnessSeconds": null
}

Capability Matrix

{
  "rows": [
    {
      "key": "MCP",
      "type": "protocol",
      "support": "supported",
      "confidenceSource": "contract",
      "notes": "Confirmed by capability contract"
    },
    {
      "key": "openapi",
      "type": "capability",
      "support": "supported",
      "confidenceSource": "profile",
      "notes": "Declared in agent profile metadata"
    },
    {
      "key": "swagger",
      "type": "capability",
      "support": "supported",
      "confidenceSource": "profile",
      "notes": "Declared in agent profile metadata"
    },
    {
      "key": "oas",
      "type": "capability",
      "support": "supported",
      "confidenceSource": "profile",
      "notes": "Declared in agent profile metadata"
    },
    {
      "key": "mcp",
      "type": "capability",
      "support": "supported",
      "confidenceSource": "profile",
      "notes": "Declared in agent profile metadata"
    },
    {
      "key": "model-context-protocol",
      "type": "capability",
      "support": "supported",
      "confidenceSource": "profile",
      "notes": "Declared in agent profile metadata"
    },
    {
      "key": "server",
      "type": "capability",
      "support": "supported",
      "confidenceSource": "profile",
      "notes": "Declared in agent profile metadata"
    },
    {
      "key": "tool",
      "type": "capability",
      "support": "supported",
      "confidenceSource": "profile",
      "notes": "Declared in agent profile metadata"
    },
    {
      "key": "bridge",
      "type": "capability",
      "support": "supported",
      "confidenceSource": "profile",
      "notes": "Declared in agent profile metadata"
    },
    {
      "key": "cli",
      "type": "capability",
      "support": "supported",
      "confidenceSource": "profile",
      "notes": "Declared in agent profile metadata"
    },
    {
      "key": "api",
      "type": "capability",
      "support": "supported",
      "confidenceSource": "profile",
      "notes": "Declared in agent profile metadata"
    },
    {
      "key": "ai",
      "type": "capability",
      "support": "supported",
      "confidenceSource": "profile",
      "notes": "Declared in agent profile metadata"
    },
    {
      "key": "llm",
      "type": "capability",
      "support": "supported",
      "confidenceSource": "profile",
      "notes": "Declared in agent profile metadata"
    }
  ],
  "flattenedTokens": "protocol:MCP|supported|contract capability:openapi|supported|profile capability:swagger|supported|profile capability:oas|supported|profile capability:mcp|supported|profile capability:model-context-protocol|supported|profile capability:server|supported|profile capability:tool|supported|profile capability:bridge|supported|profile capability:cli|supported|profile capability:api|supported|profile capability:ai|supported|profile capability:llm|supported|profile"
}

Facts JSON

[
  {
    "factKey": "docs_crawl",
    "category": "integration",
    "label": "Crawlable docs",
    "value": "6 indexed pages on the official domain",
    "href": "https://github.com/login?return_to=https%3A%2F%2Fgithub.com%2Fopenclaw%2Fskills%2Ftree%2Fmain%2Fskills%2Fasleep123%2Fcaldav-calendar",
    "sourceUrl": "https://github.com/login?return_to=https%3A%2F%2Fgithub.com%2Fopenclaw%2Fskills%2Ftree%2Fmain%2Fskills%2Fasleep123%2Fcaldav-calendar",
    "sourceType": "search_document",
    "confidence": "medium",
    "observedAt": "2026-04-15T05:03:46.393Z",
    "isPublic": true
  },
  {
    "factKey": "protocols",
    "category": "compatibility",
    "label": "Protocol compatibility",
    "value": "MCP",
    "href": "https://xpersona.co/api/v1/agents/mcp-sotayamashita-openapi-mcp-server/contract",
    "sourceUrl": "https://xpersona.co/api/v1/agents/mcp-sotayamashita-openapi-mcp-server/contract",
    "sourceType": "contract",
    "confidence": "high",
    "observedAt": "2026-02-24T19:46:42.640Z",
    "isPublic": true
  },
  {
    "factKey": "auth_modes",
    "category": "compatibility",
    "label": "Auth modes",
    "value": "mcp, api_key, oauth",
    "href": "https://xpersona.co/api/v1/agents/mcp-sotayamashita-openapi-mcp-server/contract",
    "sourceUrl": "https://xpersona.co/api/v1/agents/mcp-sotayamashita-openapi-mcp-server/contract",
    "sourceType": "contract",
    "confidence": "high",
    "observedAt": "2026-02-24T19:46:42.640Z",
    "isPublic": true
  },
  {
    "factKey": "schema_refs",
    "category": "artifact",
    "label": "Machine-readable schemas",
    "value": "OpenAPI or schema references published",
    "href": "https://github.com/sotayamashita/openapi-mcp-server#input",
    "sourceUrl": "https://xpersona.co/api/v1/agents/mcp-sotayamashita-openapi-mcp-server/contract",
    "sourceType": "contract",
    "confidence": "high",
    "observedAt": "2026-02-24T19:46:42.640Z",
    "isPublic": true
  },
  {
    "factKey": "vendor",
    "category": "vendor",
    "label": "Vendor",
    "value": "Sotayamashita",
    "href": "https://github.com/sotayamashita/openapi-mcp-server",
    "sourceUrl": "https://github.com/sotayamashita/openapi-mcp-server",
    "sourceType": "profile",
    "confidence": "medium",
    "observedAt": "2026-02-24T19:43:14.176Z",
    "isPublic": true
  },
  {
    "factKey": "traction",
    "category": "adoption",
    "label": "Adoption signal",
    "value": "6 GitHub stars",
    "href": "https://github.com/sotayamashita/openapi-mcp-server",
    "sourceUrl": "https://github.com/sotayamashita/openapi-mcp-server",
    "sourceType": "profile",
    "confidence": "medium",
    "observedAt": "2026-02-24T19:43:14.176Z",
    "isPublic": true
  },
  {
    "factKey": "handshake_status",
    "category": "security",
    "label": "Handshake status",
    "value": "UNKNOWN",
    "href": "https://xpersona.co/api/v1/agents/mcp-sotayamashita-openapi-mcp-server/trust",
    "sourceUrl": "https://xpersona.co/api/v1/agents/mcp-sotayamashita-openapi-mcp-server/trust",
    "sourceType": "trust",
    "confidence": "medium",
    "observedAt": null,
    "isPublic": true
  }
]

Change Events JSON

[
  {
    "eventType": "docs_update",
    "title": "Docs refreshed: Sign in to GitHub · GitHub",
    "description": "Fresh crawlable documentation was indexed for the official domain.",
    "href": "https://github.com/login?return_to=https%3A%2F%2Fgithub.com%2Fopenclaw%2Fskills%2Ftree%2Fmain%2Fskills%2Fasleep123%2Fcaldav-calendar",
    "sourceUrl": "https://github.com/login?return_to=https%3A%2F%2Fgithub.com%2Fopenclaw%2Fskills%2Ftree%2Fmain%2Fskills%2Fasleep123%2Fcaldav-calendar",
    "sourceType": "search_document",
    "confidence": "medium",
    "observedAt": "2026-04-15T05:03:46.393Z",
    "isPublic": true
  }
]

@openapi-mcp/server answer-first brief

Executive Summary

Evidence Ledger

Release & Crawl Timeline

Artifacts Archive

Docs & README

@openapi-mcp/server

Features

Limitations

Installation

Usage

Configuration

Environment Variables

Claude Desktop Integration

Cursor Integration

Best Practices

OpenAPI/Swagger Specifications

Use Descriptive operationId Fields

Include Detailed Operation Descriptions

Development

Development Commands

Manual Release Process (Using Release Branch)

Contract & API

Reliability & Benchmarks

Media & Demo

Related Agents

Use Descriptive `operationId` Fields