BigHugger

MCP servers over stdio

An MCP server is something you connect an agent to. The registry will tell you a server's name, its version and how to reach it — but not what it can do, which is the only thing you actually want to know. We read that off the repository.

31,279 servers, 76,670 tool names across 6,537 of them, last read 11 September 2026.

A server's tools are not in the registry. We read them from the repository README, which means a list here is what the README documented and an absence is usually silence rather than a server with nothing to offer: 20.9% of servers have a list, and filtering on tools narrows to those. Where a list exists, the page for the server says which part of the README it came from.

  1. azurecom.microsoft

    All Azure MCP tools to create a seamless connection between AI agents and Azure services.

    localstdio
  2. codebase-memory-mcpio.github.DeusData

    Codebase knowledge graph for AI agents — 162 languages, sub-ms queries, 99% fewer tokens.

    localstdio14 tools
  3. memory-for-aiio.github.LonelyTraderBay

    Local codebase knowledge graph for AI agents — 162 languages, sub-ms queries, 99% fewer tokens.

    localstdio
  4. octocodeio.github.Muvon

    AI-powered code indexer with semantic search and knowledge graphs

    localstdio
  5. fitterio.github.PxyUp

    Turn any website or API into structured JSON with LLM-authored declarative scraping configs.

    localstdio6 tools
  6. octofsio.github.Muvon

    Standalone MCP filesystem tools server — view, edit, shell, workdir.

    localstdio6 tools
  7. mcp-xio.github.Role1776

    Search, read and publish X posts and manage users, lists and media via the X API v2.

    localstdio55 toolsneeds a credential
  8. stackql-mcpio.github.stackql

    SQL-native query and provisioning engine for cloud infrastructure, served over MCP.

    localstdio
  9. template-server-namecom.microsoft

    Template MCP server example.

    localstdio
  10. octobrainio.github.Muvon

    Persistent memory for AI assistants with semantic search and knowledge graph relationships.

    localstdio
  11. zotioio.github.OrgMentem

    Zotero MCP server: local-first search, library checks, and preview-first writes for AI agents.

    localstdioneeds a credential
  12. mcp-retrievalio.github.Role1776

    Local Go MCP server: DuckDuckGo/Bing web + image search, readability scraping to Markdown.

    localstdioneeds a credential
  13. gearcolecoio.github.drhelius

    MCP server for Gearcoleco ColecoVision emulator

    localstdio
  14. scriptholdio.github.zoster81

    Secure encoding-aware local workspace runtime for AI agents

    localstdio
  15. gearsystemio.github.drhelius

    MCP server for Gearsystem Sega Master System / Game Gear / SG-1000 emulator

    localstdio
  16. mcp-file-toolsio.github.dimitar-grigorov

    Non-UTF-8 files: CP1251, CP1252, KOI8, ISO-8859, UTF-16, GBK auto-detected and preserved

    localstdio
  17. gographio.github.ozgurcd

    Local Go repository call graphs and structural analysis for coding agents over stdio.

    localstdio
  18. gofactio.github.kOlapsis

    Creates compliant French e-invoices locally: Factur-X PDF/A-3 with EN 16931 CII XML, legal numbering

    localstdio
  19. libgen-mcpio.github.jmrplens

    Federated search of books and papers, BibTeX/RIS citations, open-access retrieval and reading.

    bothstreamable-httpstdio
  20. warmplaneio.github.Warmplane

    Local MCP control plane for persistent sessions and compact capability discovery.

    localstdio
  21. rustunnelio.github.joaoh82

    Give AI agents public HTTPS/TCP/UDP URLs for any localhost service. Open source, self-hostable.

    localstdio6 tools
  22. geargrafxio.github.drhelius

    MCP server for Geargrafx PC Engine / TurboGrafx-16 emulator

    localstdio
  23. a2ahubio.github.ydnikolaev

    Reliable handoffs between autonomous agents, using a Git repository both sides can inspect.

    localstdio
  24. 2native-ssh-mcpio.github.daidaiJ

    SSH-based MCP server for remote command execution and file transfer. Credentials stay local.

    localstdio
  25. gearboyio.github.drhelius

    MCP server for Gearboy Nintendo Game Boy / Game Boy Color emulator

    localstdio
  26. miro-mcp-serverio.github.olgasafonova

    Control Miro whiteboards with AI. 110 tools for boards, diagrams, mindmaps, comments, SVG.

    localstdio
  27. memauthorityio.github.iasi777

    Git-backed long-term memory authority for AI agents via MCP.

    localstdio
  28. baryon-mcpio.github.combor

    Read Proton Mail and save drafts through your local Proton Mail Bridge.

    localstdio
  29. coverctlio.github.klarlabs-studio

    Go code coverage analysis tool with MCP server for AI-powered coverage workflows

    localstdio9 tools
  30. pipe-docsio.github.MachuraHarry

    Docs + source RAG for Pipe language: semantic search, cited answers, code symbol lookup.

    localstdio
  31. aws-mcp-connectorio.github.FerhatDundar

    MCP server for the AWS CLI. Read-only by default; single Go binary.

    localstdio4 toolsneeds a credential
  32. reviewgatedev.reviewgate

    Code review against your team standards, before the pull request: generator finds, judge confirms

    localstdio
  33. zzopio.github.eezz4

    Deterministic cross-repo contract analysis for AI agents: frontend calls vs backend endpoints.

    localstdio
  34. k8s-mcp-goio.github.kaneg

    Safe Kubernetes access for AI agents via MCP. Read-only by default, with explicit permission modes.

    localstdio
  35. showagentio.github.aytzey

    Search, resume and convert AI coding sessions (Claude Code, Codex, Gemini, OpenCode, Pi) over MCP.

    localstdio
  36. savvlycom.savvly

    Savvly MCP: query fund data, model projections, and compare against alternative retirement products.

    bothstreamable-httpstdio7 tools
  37. gitlab-mcp-serverio.github.jmrplens

    Go MCP server for GitLab: 2 dynamic tools reach 1000+ REST/GraphQL actions. Free/CE, no paid tier.

    bothstreamable-httpstdioneeds a credential
  38. lambeio.github.hakimjonas

    Shape-aware query language for structured data — JSON, YAML, TOML, HCL, CSV, Markdown.

    localstdio
  39. github-mcp-connectorio.github.FerhatDundar

    MCP server for GitHub: repos, files, issues, PRs, search. Single Go binary.

    localstdio18 toolsneeds a credential
  40. devtrackio.github.sraj0501

    Read local tickets, commits, pending actions, voice profile, and EOD context over MCP.

    localstdio
  41. gearlynxio.github.drhelius

    MCP server for Gearlynx Atari Lynx emulator

    localstdio
  42. s3-mcp-connectorio.github.FerhatDundar

    MCP server for Amazon S3 and S3-compatible endpoints (LocalStack, MinIO). Single Go binary.

    localstdio8 toolsneeds a credential
  43. mcp-file-toolsio.github.zoster81

    Secure encoding-aware filesystem tools with atomic writes, legacy encodings, and typed errors

    localstdio
  44. ghcli-mcp-connectorio.github.FerhatDundar

    MCP server for the GitHub CLI (gh). Read-only by default; single Go binary.

    localstdio3 toolsneeds a credential
  45. postman-mcp-servercom.postman

    Give your AI agents trusted access to the full Postman platform.

    bothstreamable-httpstdioneeds a credential
  46. esrp-oss-mcp-testcom.microsoft

    The ESRP OSS MCP server exposes tools to discover & validate trusted Microsoft OSS Packages.

    bothstreamable-httpstdio
  47. velesdb-memoryio.github.cyberlife-coder

    Offline agentic memory: remember/recall/relate/forget/why over a fused vector+graph+columnar engine

    localstdio
  48. pipeio.github.MachuraHarry

    AI-native runtime with built-in MCP server. 232 builtins, AI pipelines, RAG, single ~8 MB binary.

    localstdio
  49. sippionio.github.Sitten-Tokyo

    Local read-only repository context retrieval for AI coding agents.

    localstdio
  50. safeselectio.github.antonillos

    Fail-closed, read-only PostgreSQL and MongoDB access for AI agents over MCP.

    localstdio41 tools
  51. websearch-mcpserverio.github.daidaiJ

    Zero-API-key MCP search server: multi-engine web/academic search, PDF parsing, secure web fetch

    localstdio
  52. mcpio.github.kubeshark

    Real-time Kubernetes network traffic visibility and API analysis for HTTP, gRPC, Redis, Kafka, DNS.

    localstdio
  53. csvqlio.github.melihbirim

    Query CSV files with SQL via MCP. Fast, local, zero-config, read-only, sandboxable with --root.

    localstdio
  54. sentinelgateio.github.Sentinel-Gate

    Open-source MCP proxy for AI agent access control with CEL policies, RBAC, and audit.

    localstdio
  55. productplan-mcp-serverio.github.olgasafonova

    Talk to roadmaps with AI. Query and manage bars, OKRs, ideas, and launches.

    localstdioneeds a credential
  56. haypileio.github.BenyD

    Hybrid search over your local documents, with file and page citations. One binary, fully local.

    localstdio
  57. enzymeio.github.byenzyme

    Semantic search and pattern discovery for Obsidian and markdown vaults.

    localstdio
  58. memory-industryio.github.LeandroPG19

    MemoryIndustry persistent memory MCP server: BM25+MMR retrieval and audit.

    localstdio
  59. mcpio.github.cloudquery

    CloudQuery MCP server for asset inventory data. Supports CLI, PostgreSQL, and Platform modes.

    localstdio
  60. gleif-mcp-serverio.github.olgasafonova

    Access the GLEIF LEI database for company verification, KYC, and ownership research.

    localstdio12 tools

Browse all 31,279 servers200 at a time, grouped by owner. The list above is the servers with the highest standing; this is every one of them.

Live servers only. The whole corpus is one call away through the search API — including tools=, which is how you ask for a server by what it does rather than by what it is called.