MCP servers · Developer tools

50 listings on this page, in order of arrival. Each one has its own page with README, repository facts and source links.

1. io.github.antbotlab/mac-use-mcp ★ 5
   Zero-dependency macOS desktop automation for AI agents. 18 tools via MCP. macOS 13+.
2. Cartograph ★ 3
   Repo analysis for coding agents with ranked files, dependency maps, and task-scoped context.
3. Apollo MCP Server ★ 307
   MCP server that exposes GraphQL operations as tools for AI models.
4. BumpGuard ★ 3
   Reports which of your code's API usages break when you upgrade a dependency (Python, .NET, Java).
5. Reuse Before Generate ★ 5
   Checks whether your idea already exists before your agent builds it. Searches GitHub, npm, Python.
6. Trabuco
   Production Java Maven scaffolder (CLI + Claude Code plugin) for AI coding agents
7. pyslang-mcp ★ 20
   Compiler-backed read-only Verilog and SystemVerilog project analysis.
8. io.github.armandocodecr/ramp-kit
   LATAM fiat ramps on Stellar for AI agents: live quotes, sandbox orders, PIX/SPEI simulation, docs
9. io.github.arnavranjan005/mcp-telemetry-server ★ 2
   Streams live progress from mcp-telemetry-sdk-instrumented tools to any connected MCP client.
10. io.github.arose26/xlsx-audit-mcp
    Audit Excel workbooks: formula dependency tracing, circular references, risk smells. Local only.
11. io.github.arose26/zapier-dev-mcp
    For Zapier integration developers: inspect, lint, and validate zapier-platform-cli projects.
12. HefestoAI ★ 7
    Pre-commit code quality guardian. Detects semantic drift in AI-generated code.
13. io.github.arvindand/maven-tools-mcp ★ 32
    JVM dependency intelligence for AI assistants via Maven Central
14. Infimium ★ 22
    Private AI context layer for semantic code search, dependency graphs, memory, and workspaces.
15. Grasp — Code Architecture & Dependency Analysis ★ 20
    Codebase analysis: dependency graphs, security scanning, and refactor plans for GitHub and GitLab.
16. io.github.asklokesh/loki-mode ★ 1,057
    Autonomous spec-to-product coding-agent CLI with an MCP server exposing 34 tools over stdio.
17. io.github.atef-ataya/depwire ★ 61
    Dependency graph + 24 MCP tools. Impact analysis, simulation, security, agent coordination
18. Atomadic Forge
    Architecture compiler for AI code. 11 tools, 92 actions, 872 Lean4 proofs, 100/100 self-cert.
19. io.github.attestd-io/attestd-mcp
    CVE and supply chain checks for MCP clients. Covers infrastructure, PyPI, and npm packages.
20. Terminal MCP Server ★ 19
    MCP server for AI agents to interact with terminal applications. Think Playwright for terminals.
21. io.github.baixianger/langchain-mcp ★ 5
    LangChain/LangGraph/DeepAgents knowledge + LangGraph agent debugging (Polly-like)
22. DemandScope
    Live demand signals for idea validation: npm/PyPI downloads, GitHub + HN attention trends.
23. Seiche — world-markets evidence terminal ★ 1
    Money, FX, capital-market and metadata-only China macro evidence with source clocks and limits.
24. io.github.bharath-krishna/mcp-test
    A simple MCP server with an echo tool for testing purposes
25. io.github.bighippoman/license-compliance
    Scan npm dependencies for license compliance issues. Catch GPL contamination.
26. Grafyx ★ 4
    Real-time codebase graph for AI assistants: call graphs, dependencies, symbol lookup.
27. Bitrix MCP
    MCP server that delivers up-to-date Bitrix24 REST API documentation.
28. io.github.blackaxgit/agent-mcp-hub
    One MCP server bridging the Codex, Cursor, OpenCode, Claude, and Antigravity CLI agents
29. Model Ledger ★ 14
    Model inventory and governance: trace deployed models and their dependencies as an append-only log
30. Evidrift ★ 1
    Catch TypeScript API and OpenAPI contract drift in AI-generated code, then revalidate it in CI.
31. io.github.bolyra/sdk
    TypeScript SDK for mutual ZKP authentication between humans and AI agents.
32. Bomly ★ 12
    Give your coding agent the dependency graph it is about to change: scan, diff, explain, audit
33. Proton Drive CLI MCP
    Manage Proton Drive from MCP clients through Proton's official CLI without exposing credentials.
34. Boyce ★ 1
    Deterministic SQL compiler for AI agents. Your agent stops guessing SQL.
35. Branch Docs
    Access and search Branch's official API documentation directly within any AI agent or client.
36. Xojo IDE Control
    MCP server for controlling the Xojo IDE on macOS
37. io.github.briefroom/mcp
    briefroom stdio MCP server — expose the briefroom CLI to Claude Code, Codex, and other agents.
38. io.github.brkd-h1/readme-canary ★ 1
    Security research canary remote MCP server for owned-account testing.
39. io.github.bromoket/x64dbg ★ 125
    MCP server for x64dbg debugger - 23 mega-tools for AI-powered reverse engineering and debugging
40. ivygrep ★ 6
    Local code search and task context packs for coding agents
41. io.github.bzdOS/hubd ★ 2
    The project tracker for teams of humans and AI agents — in plain files. MCP server + CLI.
42. Antigravity Link ★ 212
    MCP server and OpenAPI-backed mobile companion for controlling Antigravity IDE sessions
43. io.github.cantbeblank96/qodercli-mcp
    MCP server mode for Qoder CLI — delegate coding tasks to local Qoder agents from any MCP client.
44. io.github.cardmagic/messages ★ 19
    Fuzzy search and browse Apple Messages/iMessage from CLI or MCP server
45. io.github.carloshpdoc/memorydetective ★ 13
    iOS leak/perf debugging via MCP: memgraph cycles, .trace analysis, SourceKit-LSP bridging.
46. io.github.caseSHY/aicoreutils
    JSON-first Coreutils CLI for AI agents. 114 commands with sandbox, dry-run, and MCP support.
47. io.github.cc1988cc/fabrx
    MCP server for Fabrx - Build APIs from documents in your IDE
48. The Trade Desk MCP Server ★ 5
    The Trade Desk management — CRUD, GraphQL, bulk ops, and async reports
49. io.github.charo360/statecli ★ 2
    State replay and self-debugging for AI agents. Track, replay, undo, checkpoint.
50. Argus Testing — Autonomous QA MCP ★ 2
    Autonomous QA MCP for web and macOS that tests like a real engineer, finds bugs, and verifies them.