Model Context Protocol servers that extend AI capabilities
benseverndev-oss
Find duplicate records in 30 seconds. Zero-config entity resolution, 97.2% F1 out of the box.
Session checkpoint & recovery for Claude Code: resume, search, tag, and export recorded sessions.
MCP server — read-only log access for AI assistants, without giving AI shell access.
krishtoautomate
Drive real Android & iOS devices and web browsers from natural language for mobile + web QA.
SunFlash12
https://github.com/SunFlash12/forge-cascade-mcp
tathagat22
Shared distillation cache for AI agents — every fetch ~73-89% fewer tokens via a shared cache.
mra-png
First autonomous Solana trading agent on MCP. Live signals and consciousness feed.
Disability insurance MCP: a quote_request action plus carrier and coverage research tools.
Placeholder release. An LLM-operable image-generation pipeline; v0.1.0 in progress.
Amazon Web Services
AWS DMS Troubleshooting MCP Server - Root Cause Analysis tool for AWS Database Migration Service replication issues
mcp-riskmap contributors
Local-first static auditor for risky MCP and agent-tool repository patterns.
lumio_sn
MCP server for controlling CloakHQ/CloakBrowser.
GitHub Actions
The most comprehensive MCP server for Meta Business Suite — 200+ tools across Facebook Pages, Instagram, Threads, Ads Manager, Commerce, Conversions API, and more
...morenbiish
Advanced calculus, finance, linear algebra, probability, and engineering math tools for AI agents via MCP (Model Context Protocol).
...morem_guttmann
MCP server for the UniFi Site Manager + Network APIs — 100% coverage, hybrid hand-wrappers + codegen
GitHub Actions
An MCP server that exposes a MeshCore node — and the mesh reachable through it — as a clean, high-signal interface for AI agents and tools. Built on @dpup/meshcore-ts.
...moreGitHub Actions
MCP server for MySQL/MariaDB, PostgreSQL, and SQL Server with parameterized queries, per-alias safety modes, and bilingual docs.
...moremonteslu
MCP server giving coding agents full control of homebrew ROM development across retro platforms (NES, SNES, GB, Genesis, Atari, C64, ...) via WASM libretro cores.
...moreRead & write your Heuresis idea graph and run TRIZ/C-K/ASIT operators from your AI assistant.
lsequeira
Cross-platform MCP server for managing long-lived background processes from any MCP client
razroo
WebGPU renderer scaffold for Geometra
Aakash Sangani <[email protected]>
MCP server that probes, scores, and certifies RAG pipeline compliance — EU AI Act, GDPR/DPDP, HIPAA, SEBI/RBI
MCP server for EPANET water distribution network simulation via ePyT
Tickscope
Real-time, free crypto market data for any AI coding agent — via MCP.