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20 Best GitHub MCP Servers: compared and ranked, November 2026Ranked from 2,236 matching servers on stars, growth, downloads and maintenance. Updated .

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"Checking Supabase migrations in GitHub Actions" matching MCP servers:

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  • A
    license
    A
    quality
    Not graded
    maintenance
    Connects AI assistants to GitHub Actions workflows to monitor CI/CD pipelines, view run logs, diagnose failures, and optionally trigger or manage workflows with granular permission controls.
    10
    1
    -
  • A
    license
    A
    quality
    C
    maintenance
    Enables reviewing GitHub Actions workflows for outdated actions, deprecated Node runtimes, retired runners, deprecated commands, and security risks, with file, line, and fix for each finding.
    3
    1
    MIT
  • A
    license
    A
    quality
    C
    maintenance
    Enables general-purpose Windows desktop automation via MCP tools: opening applications and URLs, taking screenshots, checking whether processes are running, and waiting.
    6
    MIT
  • A
    license
    A
    quality
    D
    maintenance
    An MCP server that acts as a gatekeeper for database and configuration changes, requiring proposals, dry-run simulations, and confirmation tokens before applying any modifications.
    8
    1
    MIT
  • A
    license
    A
    quality
    C
    maintenance
    Scans GitHub Actions workflow files for dangerous triggers, template injection, unpinned actions, excessive permissions, and secrets in shell commands before they are committed, exposing the checks as MCP tools for agents.
    2
    MIT
  • A
    license
    A
    quality
    B
    maintenance
    Enables auditing a Supabase project's security beyond the dashboard's Security Advisor, checking anonymous access, RLS policies, and cross-tenant data leaks via read-only probes and a two-account test.
    4
    31 npm
    MIT
  • A
    license
    B
    quality
    B
    maintenance
    Enables AI agents to safely call predefined Supabase stored procedures with schema validation, read-only scope enforcement, trace sanitization, and immutable audit logging, without exposing raw SQL execution.
    2
    MIT
  • A
    license
    A
    quality
    D
    maintenance
    MCP server that lets AI coding agents (Claude Code, Cursor, Cline) audit Supabase projects for security misconfigurations AND apply the fixes — without leaving the agent. Tools: audit_project, list_findings, preview_fix (BEGIN/ROLLBACK safety), apply_fix (with confirmation), apply_all_fixes (transactional bulk). Closes the audit-fix loop entirely in the agent — other Supabase scanners only report.
    5
    8 npm
    1
    MIT
  • A
    license
    A
    quality
    B
    maintenance
    Read-only Supabase Row Level Security review. Analyzes an exported catalog query (no keys needed) for RLS turned off, policies that are just true, anon-callable SECURITY DEFINER functions, views exposing auth.users, public Storage buckets and more, and explains each rule.
    4
    MIT
  • A
    license
    A
    quality
    D
    maintenance
    An MCP server that provides deep schema introspection for Supabase/Postgres, exposing tables, columns, views, enums, RLS policies, functions, and more.
    13
    3
    MIT
  • A
    license
    A
    quality
    C
    maintenance
    Gives Claude read-mostly, row-level-security-aware access to a Supabase or plain Postgres database through tools for inspecting roles, listing and describing tables, selecting and counting rows with structured filters, plus opt-in read-only SQL and single-row inserts. Every call runs in a read-only transaction under the anon or authenticated role with JWT claims set, so RLS policies, schema allowlists, row caps and statement timeouts apply exactly as they would for a real client.
    5
    MIT
  • F
    license
    A
    quality
    D
    maintenance
    Enables LLMs to interact with Supabase services including Database, Auth, Storage, and Edge Functions through the Model Context Protocol. It provides tools for CRUD operations, user management, file storage, and invoking functions.
    21
    -
  • A
    license
    B
    quality
    D
    maintenance
    A Model Context Protocol (MCP) server that provides programmatic access to the Supabase Management API. This server allows AI models and other clients to manage Supabase projects and organizations through a standardized interface.
    8
    82 npm
    52
    MIT
  • A
    license
    B
    quality
    D
    maintenance
    Enables users to describe their LLM fine-tuning job once and get the cheapest, fastest, and most balanced GPU options across a dozen cloud providers in seconds.
    7
    104
    MIT
  • A
    license
    B
    quality
    C
    maintenance
    Enables publishing text or image posts to LinkedIn through the official API and preparing or submitting simplified job applications using a secure local browser session, with user confirmation and privacy safeguards.
    2
    Apache 2.0
  • A
    license
    C
    quality
    D
    maintenance
    Enables comprehensive management of self-hosted Supabase instances on Coolify, including database migrations, edge functions deployment, storage management, auth configuration, and full application lifecycle control through AI agents.
    56
    20 npm
    3
    MIT
  • A
    license
    C
    quality
    D
    maintenance
    Enables academic research through paper search across multiple databases (IACR, CryptoBib, Crossref, Google Scholar), PDF processing, and GitHub repository browsing. Features modular architecture with FastMCP-based proxy server routing to specialized academic tools.
    7
    53 PyPI
    2
    MIT
  • A
    license
    A
    quality
    C
    maintenance
    Enables Codex to rank available tools and skills, rerank code and documentation search results, and triage saved output artifacts using Jev-based relevance scoring while leaving final decisions to Codex.
    1
    7
    MIT
  • A
    license
    A
    quality
    B
    maintenance
    Enables AI agents and MCP clients to drive real Chrome, Edge, Brave, and Firefox browsers through native automation protocols. It exposes tools for navigation, page snapshots, form filling, clicks, screenshots, console/network inspection, and tab management.
    23
    MIT
  • A
    license
    A
    quality
    D
    maintenance
    An MCP server that enables AI assistants to interact with GitHub via a fine-grained personal access token — pushing commits, managing branches, opening and merging PRs, creating issues, and reading repositories. It runs locally with no telemetry and supports a read-only mode.
    15
    1
    MIT
  • F
    license
    A
    quality
    B
    maintenance
    Enables coding agents to read and modify GitHub issues, project boards, pull requests, repositories, releases, and Actions through configurable toolsets, with read-only and write-confirmation controls.
    32
    2,864 npm
    -
  • A
    license
    A
    quality
    C
    maintenance
    Enables MCP clients to open websites, capture screenshots at multiple breakpoints, and run automated design audits for issues like overflow, small tap targets, low contrast, missing alt text, tiny text, and clipped content.
    9
    1
    MIT