MCP Servers
Model Context Protocol servers that give AI agents access to tools and data — sourced from the official MCP registry and ranked by GitHub stars.

Tripwire
MCP for Roblox Studio and Open Cloud: drive Studio, run headless tests, and review game security.

io.github.aliceappai/mcp-server-alice
Secure audio transcription meets AI. Connect Alice recordings to Claude, ChatGPT, Gemini, and more.

ResiliReplay
Run bounded, deterministic MCP reliability tests and generate executable regressions.

Cross-tool decision memory for AI coding agents: search your decision graph, check changes over MCP.

ALM X++ MCP Server
D365 F&O: 90 AI tools over 200K+ objects, 25M+ cross-refs, 24M+ label translations.

io.github.alisaitteke/docker-mcp
MCP server for managing Docker containers, images, networks, volumes, and registries
CLI + MCP server for SEC 13F institutional holdings, insider trading, and smart money convergence.

mail-index
Local-first, read-only MCP server for recall over your Gmail: search, contacts, threads, digests.

io.github.amaterous/picoli-mcp
MCP server for picoli.site - URL shortening and click analytics for AI agents

petromcp
Local-first MCP server: read LAS well logs and DLIS files from your own disk.

YAAC
Messaging between concurrent AI coding sessions, across clients, over MCP. Zero infrastructure.

datoon
Smart structured-data to TOON gateway: converts to TOON only when it saves LLM tokens.

io.github.andylbrummer/math-mcp
GPU-accelerated MCP server: symbolic algebra, numerical computing, FFT, optimization, linear algebra

io.github.andylbrummer/molecular-mcp
GPU-accelerated MCP server for molecular dynamics, N-body simulations, and particle systems

io.github.andylbrummer/neural-mcp
GPU-accelerated MCP server for neural network training, deep learning, and model experimentation

io.github.andylbrummer/quantum-mcp
GPU-accelerated MCP server: quantum mechanics, wavefunction evolution, Schrodinger simulations

Talent-Augmenting Layer
Personalised AI augmentation system — makes you better at your work, not dependent on AI

Give your AI agent an identity it owns: email inbox, US phone number, SMS, voice, and a vault.

io.github.annibale-x/mcp-memento
An MCP server that provides persistent memory and context management across sessions
AI-agent economic protocol over MCP — identity, reputation, tasks, credit, Sybil resistance
241 RF & electronics calculators + 13 simulation tools for AI agents.

EWS Meeting MCP
Safely schedule Outlook meetings on on-prem Exchange EWS with preview-confirmed writes.

MCP server for Pickaxe API - manage AI agents, knowledge bases, users, and analytics

io.github.archetypal-ai/archetypal-ai
Persistent memory for AI agents. recall, remember, checkpoint — soul preservation.

Froglet
Run local Froglet verifiable compute, signed receipts, settlement, and service publication.
Streams live progress from mcp-telemetry-sdk-instrumented tools to any connected MCP client.
Полное покрытие API Яндекс Метрики: Stat, Management и Logs — 108 методов, 108 инструментов

Leteo
Persistent memory for AI coding agents: one Rust binary, one local SQLite database.

webfetch
License-first federated image search with attribution, dimensions, and download tooling.





