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"A tool to evaluate the suitability of semantic search queries" matching MCP servers:

  • Gitea MCP Tool

    SupenBysz
    A
    license
    B
    quality
    D
    maintenance
    Enables AI assistants to interact with Gitea repositories through intelligent tools for issue/PR management, workflow analysis, compliance checking, and content generation, plus 200+ CLI commands for complete CRUD operations.
    22
    158
    6
    MIT

  • Terragrunt GCP Tool MCP

    spolspol
    A
    license
    Not graded
    quality
    D
    maintenance
    Enables intelligent management of Google Cloud Platform infrastructure using Terragrunt, with support for experimental stacks, parallel deployments, resource visualization, cost analysis, and comprehensive infrastructure operations through natural language.
    1
    GPL 3.0

  • Jenkins MCP Tool

    xhuaustc
    F
    license
    A
    quality
    D
    maintenance
    A multi-Jenkins server management and automation tool that enables intelligent scenario mapping, multi-server management, and complete CI/CD lifecycle operations through natural language interactions.
    11

  • MCP Tool Starter Kit

    He110te4m
    F
    license
    C
    quality
    Not graded
    maintenance
    A feature-complete TypeScript project template for rapidly developing Model Context Protocol tools with integrated best practices for code quality, testing, and automated deployment.
    1

  • truecopy

    askalf
    A
    license
    A
    quality
    A
    maintenance
    Supply-chain gate for AI agent skills and MCP servers: poison-scan tool definitions, hash-pin the vetted set into a lock file and verify drift in CI. truecopy-mcp is a drop-in stdio proxy that filters a live server's tools/list down to its pinned, unmodified, unpoisoned tools.
    2
    68
    1
    MIT

  • ci-watch-mcp

    Faneraiy14
    A
    license
    A
    quality
    C
    maintenance
    MCP server with the watch_ci tool that polls GitHub Actions until a commit's CI run finishes, then returns the outcome and failed log tail in one call.
    1
    MIT

  • reelier

    seldonframe
    A
    license
    A
    quality
    A
    maintenance
    Record an agent's MCP tool-call workflow once, replay it deterministically for zero tokens, and get a receipt — a snapshot-testing and deterministic-execution layer for Agent Skills.
    5
    886
    2
    MIT

  • container-tag-finder

    tldev
    F
    license
    A
    quality
    D
    maintenance
    Enables AI agents to retrieve the latest semantic version tags for container images from Docker Hub, GHCR, Quay, and other OCI registries, allowing them to pin specific versions for reproducible deployments.
    5

  • appcrane-mcp

    gitayg
    A
    license
    A
    quality
    C
    maintenance
    MCP connector for AppCrane that serves a bundled tool catalog for offline introspection and proxies tool calls to a self-hosted AppCrane instance for deploying and managing AI-built apps.
    35
    MIT

  • Ara Records MCP Server

    syndr
    A
    license
    A
    quality
    C
    maintenance
    Enables monitoring and analysis of Ansible playbook executions through the Ara Records API. Provides real-time playbook monitoring, task progress tracking, and comprehensive access to Ansible execution data.
    3
    17
    1
    MIT

  • MCP-SST

    shanewwarren
    F
    license
    A
    quality
    D
    maintenance
    Enables monitoring and control of the SST development process by streaming dev logs, managing Lambda invocations, and executing lifecycle commands like start, stop, and restart. It provides real-time access to event streams and deployment status directly through the Model Context Protocol.
    6
    2

  • citio

    lawrencehui
    A
    license
    B
    quality
    A
    maintenance
    Self-hosted coding agent that runs Claude Code or Codex in your own infrastructure and works from Slack. Exposes codebase investigation, file edits, branch and PR creation, allowlisted command execution, CI status and an audit log as MCP tools, keeping every credential behind the tool layer instead of handing it to the model.
    12
    21
    2
    MIT