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licenseA
qualityC
maintenanceA local MCP server that packages LLM evaluation gates as reusable CI/CD primitives, enabling AI agents to run datasets against models, score responses, and enforce quality thresholds.
Last updated
10
MIT
66,548 servers. Last updated
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"JSON File Upload, Data Vectorization, and LLM Similarity Search" matching MCP servers:
- Alicense-qualityDmaintenanceMCP aggregator with many existing NCP templates and allows running external MCP servers tooLast updated20Elastic 2.0
- AlicenseAqualityAmaintenanceSupply-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.Last updated122581MIT
- AlicenseAqualityCmaintenancetailtest-cline is a Cline plugin that automatically generates and runs tests every time the agent edits a source file. https://github.com/avansaber/tailtest-clineLast updated51MIT
- AlicenseAqualityCmaintenanceTurns Claude Code into an interactive OpenWiFi triage assistant, providing tools for searching Linux wireless patches, Jira tickets, running LLM-based triage, backporting, and building OpenWiFi.Last updated6MIT
- AlicenseAqualityBmaintenanceCompacts noisy test, build, and cloud-log output before an AI agent reads it — dedupes repeats, collapses stack frames, folds Playwright retries, and renders CloudWatch/GCP JSON logs down to the signal. Typically 80–95% fewer tokens on failures. Tool: compact_output. Run: npx -y logslim logslim-mcpLast updated1215MIT
- AlicenseAqualityAmaintenanceScan codebases for LLM API calls and estimate monthly costs. Compare costs between git refs to catch cost regressions during code review.Last updated24MIT
- AlicenseAqualityBmaintenanceAn MCP server that drives the full App Store release cycle for iOS and macOS apps: version bump, archive + TestFlight upload, metadata, review submission, and status.Last updated864MIT
- AlicenseAqualityBmaintenanceAnalyzes, plans, and benchmarks LLM workload migration from x86 to Arm64, generating measurable speedups using free GitHub Arm runners.Last updated4MIT
- AlicenseAqualityDmaintenanceEnables querying Codecov coverage data including file, commit, repository, and pull request coverage.Last updated5455MIT
- AlicenseAqualityDmaintenanceA comprehensive and efficient Model Context Protocol server for task management that works with Claude, Cursor, and other MCP clients, providing powerful search, filtering, and organization capabilities across multiple file formats.Last updated52446MIT
- AlicenseAqualityBmaintenanceAn MCP server that lets agents draw 18 diagram types from JSON (no SVG, no headless browser)Last updated23515MIT
- AlicenseAqualityCmaintenanceEnables 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.Last updated371MIT
- AlicenseAqualityDmaintenanceLoopSense is an open-source MCP server that closes the feedback loop for AI coding agents — giving them real-time visibility into CI results, deployments, test outcomes, and file system changes.Last updated9122MIT
- AlicenseAqualityAmaintenanceConnects TestDino test management platform to AI agents, enabling users to check test runs, analyze failures, upload Playwright test results, and manage test cases through natural language commands.Last updated287998MIT
- AlicenseAqualityDmaintenanceEnables AI assistants to review GitLab merge requests by fetching changes, analyzing diffs, adding comments, and managing approvals through the GitLab API. Supports complete merge request analysis, file-specific reviews, and version comparisons.Last updated124MIT
- AlicenseBqualityAmaintenanceAgentic data quality MCP server — runs structured validation rules against warehouses (DuckDB, BigQuery, Athena, Databricks, Postgres), diagnoses failures with LLM root cause analysis, and proposes SQL remediations. Full audit trail of every AI decision.Last updated64Apache 2.0
- AlicenseBqualityAmaintenanceSelf-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.Last updated12552MIT
- AlicenseBqualityCmaintenanceMCP server for the Bitbucket Cloud REST API v2.0, providing 32 tools across 5 toolsets for repository management, pull requests, issues, pipelines, and more with safety controls and LLM-optimized output.Last updated33372MIT
- AlicenseBqualityCmaintenanceEnables interaction with Bitbucket Cloud through 25+ tools for managing repositories, pull requests, branches, commits, issues, pipelines, and code search with OAuth 2.0 authentication.Last updated34111MIT
