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.
Search, read, create, edit and sync Joplin notes and notebooks via a headless Joplin sidecar.

Molecule names or SMILES to 2D structures, reactions, mechanisms, spectra - offline via RDKit.

Amazon.in MCP Server
Search Amazon.in: cheapest in-stock, best-value picks, product details, Keepa price-history.

io.github.kakarot-dev/deepmiro
Simulate hundreds of AI agents to predict how communities react to events and policies

Scout
Browser automation MCP server with 84 tools. Pure CDP, DOM diffing, vision hybrid.
Find where to post on Reddit and score your draft before posting — no API keys needed.

io.github.louis49/melchizedek
Persistent memory for Claude Code — offline, single-file, hybrid search.
End-to-end encrypted access to a Standard Notes vault (protocol 004, local stdio only).

SaturnZap
Non-custodial Bitcoin Lightning (LDK) wallet for AI agents — pays L402 APIs from CLI or MCP.

dowse
Fast local full-text search for Windows files (tantivy + jieba), exposed to AI agents over MCP.

io.github.lukasschwarz/elster-mcp-server
Drive the German tax portal ELSTER via Puppeteer: submit UStVA, prepare EUER/ESt, sync inbox.

PostSider
Social media calendar for AI agents: read channels, create drafts, request approval.
Agent-native lending on Solana via x402: borrow against tokens, arm in-vault TP/SL, repay.

mq-bridge-app
Move data between 15+ databases, queues and files at high throughput, without it entering context

Cities: Skylines II wiki, encyclopedia, and mod workflow tools for AI agents.

Multi-account Gmail on a Cloudflare Worker you deploy yourself: read, send, reply, labels, threads

Shared, persistent memory for AI assistants, built on the Zettelkasten method.

Nalegalu MCP
Semantic search over Polish law and case law, citing the exact in-force article.

io.github.narekmalk/safedb-mcp
A secure MCP server that lets AI agents query databases safely.

MCP server for Microsoft Exchange / OWA — email, calendar, directory, availability

io.github.nk3750/jitapi
Turn any OpenAPI spec into an executable agent interface using graphs and semantic search.

Skills Anywhere
Discover and load Agent Skills from configured local directories and Git sources over stdio MCP.

io.github.octoryn/octopus-blackboard
Shared memory & coordination for AI coding agents — a blackboard, not an orchestrator.

Canary MCP
Read-only IBKR MCP: account, positions, brief, regime, stress, reporting, Edge, and risk.

GitHub PR Context
Retrieves GitHub PR history as context material; the connected IDE agent does the reasoning.








