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.
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
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
213 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.
webfetch
License-first federated image search with attribution, dimensions, and download tooling.
Local YDB MCP
Operate local-ydb deployments through local or SSH-backed MCP tools.
Workstation-local event bus: agents wait on or emit CI/pytest/Docker/filesystem events, no polling.
io.github.atlasprzetargow/mcp
Search Polish public tenders (BZP + TED) — 800k+ tenders, profiles, statistics, glossary.
SEO MCP over Search Console, GA4, PageSpeed Insights, Cloudflare, IndexNow, CrUX, technical-SEO.
Smart accounts, x402 payments, on-chain reputation, and service discovery for AI agents
GoldenCheck
Auto-discover validation rules from data — scan, profile, health-score. No rules to write.
Zendriver MCP
Undetectable browser automation for LLM agents, spoken over MCP.
psyXe MCP Server
Apple Notes, Reminders, and Contacts for AI assistants. BERT semantic search. macOS.
Email (IMAP/SMTP)
Multi-account IMAP/SMTP email server with 22 tools for reading, sending, searching, and organizing.
Afterpaths
Session memory for AI coding agents. Search past sessions, extract rules, and track what works.
oxidize-pdf MCP Server
MCP server for PDF generation, parsing, splitting, merging, and manipulation via oxidize-pdf
MCP server for querying Foxhound traces from Claude Code, Cursor, and other MCP clients
io.github.calintzy/evmscope
EVM blockchain intelligence toolkit for AI agents. 20 tools across 5 chains. Zero config.
Calypso multimodal RAG for grounded answers from docs, images, charts, and knowledge.
Waterfall lead enrichment — cascades Apollo, Clearbit, and Hunter for max coverage