M
MCP Directory CURATED DIRECTORY
911 MCP servers indexed
中文
← Back to directory
COMPARE UP TO 4 SERVERS

Compare MCP servers

Compare scores, permissions, risks, and fit in one decision-focused table.

DimensionConversational API DebuggerDebug REST API failures using OpenAPI specs and HTTP logs, with conversational root-cause analysis and cURL generation.GitHub MCP ServerGitHub's official MCP server for managing repos, issues, PRs, and workflows via natural language
FMRS20 / 100 · D76 / 100 · B
Reliability2 / 2013 / 20
Security and permissions4 / 2014 / 20
Maintenance9 / 2018 / 20
Documentation2 / 2017 / 20
Setup experience3 / 2014 / 20
Best for
  • Claude Code users who want an assistant-oriented debugger for REST API failures.
  • Teams that have OpenAPI specs and HTTP/HAR logs and need structured root-cause analysis.
  • Developer workflows that prefer conversational iteration over paging through raw logs.
  • Teams that want an AI assistant to directly operate on GitHub repos and collaboration workflows
  • Users already in the GitHub Copilot ecosystem who want a zero-deployment remote option
Not for
  • Non-REST debugging — the server is scoped to REST API failures via OpenAPI specs and HTTP logs; no support for other protocols is documented.
  • Replacing observability/APM platforms or automated test runners — only the documented debugging workflow is evidenced.
  • Users who need a known, enumerated list of tool names — the source material does not document the server's tool identifiers.
  • Scenarios where you don't want the assistant to have write access to repos (enable only read-only toolsets)
  • Environments with strict network isolation for private repos that can't reach the official remote endpoint
Required permissions
  • Read access to the OpenAPI spec files and HTTP/HAR logs it is asked to analyze.
  • A Node.js runtime able to run the npm package as a stdio child process of Claude Code.
  • Whatever filesystem and environment access Claude Code grants the plugin during the session.
  • A personal access token (PAT) or OAuth App token; effective scope depends on the token's own permissions
  • Enabling toolsets like actions/issues/pull_requests grants write access — request tokens on a least-privilege basis
Risks and side effects
  • Community-maintained rather than an official Anthropic or upstream-vendor server; verify conclusions before acting.
  • Analysis quality depends on the accuracy and completeness of the provided OpenAPI specs and logs.
  • Generated cURL commands should be reviewed before execution to avoid unintended side effects.
  • Write toolsets (creating/merging PRs, triggering workflows) can cause accidental changes if the token is overscoped — try a read-only toolset first
  • In hosted mode, credentials travel via the Authorization header — make sure the client-to-api.githubcopilot.com connection is trusted
Supported clientsClaude CodeClaude Desktop, Claude Code, VS Code, Cursor, Windsurf, JetBrains IDEs, Zed, Amp
Tools015