Model Context Protocol servers that extend AI capabilities
GitHub Actions
AIEI: AI Effectiveness Index - CLI and MCP
ronnieduke
Standalone HTTP client for the Kywi CMS REST API — headless/decoupled frontends, no dependency on @kywi-software/core.
MCP server for Tambora test case management
Cross-platform Python utility functions for file handling, system operations, string manipulation, folder management, hashing, configuration loading, and timing/profiling primitives — exposed as library, argparse CLI, click CLI, FastAPI HTTP surface and MCP tools.
...moreRheopyrin
MCP stdio server that gives AI agents access to Postgres, MySQL, Redshift and SQL Server — with SSH/AWS SSM tunnels and pluggable secret providers (env, Vault, AWS Secrets Manager, RDS IAM).
...moreBucket Helper — utility functions for AWS S3 and any S3-compatible object storage (MinIO, Backblaze B2, DigitalOcean Spaces, Cloudflare R2, Wasabi, etc.) via boto3, exposed as library, argparse CLI, click CLI, FastAPI HTTP surface and MCP tools. credentials() loader, upload / download / list / delete / exists / make_bucket / remote_tempfile.
...moreCapture Helper — OBS-inspired (no GUI) capture, processing, and publishing for the AI Helpers stack. Multi-surface: library + argparse CLI + click CLI + FastAPI HTTP surface + MCP tools over the INPUT layer (cameras / microphones).
...moreAudio Helper — utility functions for processing audio files exposed as library, argparse CLI, click CLI, FastAPI HTTP surface and MCP tools. Load audio, convert formats, separate audio sources (Demucs), split and concatenate audio. Shannon-correct resampling via ffmpeg/libswresample.
...moreNesgarbo
MCP implementation for FeathersJS
Harshal Panpaliya
Model Context Protocol server for YNAB (You Need A Budget) — read and manage your budget from any MCP client.
ieranama
CLI for safety-first MCP profiling with DiscoMCP
Arcblock
AIGNE AFS module for MCP recipe registry — no-code MCP server presets
EasyQuotes Python SDK and MCP access for global market data
Agora (autonomous research organization)
mnemo - a zero-dependency memory layer and MCP server for AI agents: value-ranked recall, per-type decay, consolidation, and a first-class correction + erasure channel (revert, lineage-aware retraction, tamper-evident receipts).
...moreAI-agent self-rescue via MCP: diagnose tracebacks, apply exact fixes, and save/upload reusable prescriptions
Dave Liu
MCP server for Meta Council — multi-expert AI decision intelligence
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HwpForge MCP Server — macOS Apple Silicon binary
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HwpForge MCP Server — macOS Intel binary
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HwpForge MCP Server — Linux x64 binary
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HwpForge MCP Server — Linux ARM64 binary
PDA Kit Team
PDA Kit MCP Server - 让 AI 轻松使用 PDA Kit 设计系统
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HwpForge MCP Server — Windows x64 binary
GPTaria
MCP server exposing the GPTaria REST API v1 (list/create projects, responses & cases) to AI assistants.
finelagusaz
MCP server for Japanese labor and social insurance primary-source evidence