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.
io.github.zcag/tela
Self-hostable team wiki where agents read and write via MCP; Atlas auto-generates docs from your code.
io.github.Antonytm/mcp-sitecore-server
AI-powered read/write access to Sitecore content, templates, media, and publishing—121 tools across authoring, management, and PowerShell APIs.
Stockbit MCP
Indonesian stock market data, analysis, and simulated trading via Stockbit for Claude and ChatGPT.
spreadsheet-kit MCP
Agent-safe Excel workbook analysis, editing, recalculation, and verification without UI automation.
lean-memory
Embedded, local-first agent memory: one SQLite file per namespace, no server, no cloud.
MCP Server for OSCAL
AI agent tools for working with NIST's Open Security Controls Assessment Language (OSCAL)
Heimdall
Complete App Store Connect + StoreKit 2 API access with 895 tools across 13 profiles—narrow to what you need.
io.github.kapillamba4/code-memory
Local semantic code search with Git history—no API key, runs offline, saves 50% tokens.
Microsoft MCP Server for Enterprise
Query Microsoft Entra data using natural language through Microsoft Graph API
io.prisma/mcp
AI-powered database management for Prisma Postgres with backup, recovery, and schema introspection tools.
ai.smithery/xinkuang-china-stock-mcp
Real-time and historical market data for China A-shares, Hong Kong stocks, and financial analysis tools.
Manage Google Ads, Meta, GA4, TikTok, LinkedIn, Shopify, HubSpot and 15+ platforms from Claude with 1000+ operations and human approval on writes.
55 tools for Indian stock market analysis — NSE & BSE quotes, screeners, financials, FII/DII flows, and portfolio tracking.
Caelune
Local-first Windows search engine for private Markdown, PDF, and Tika documents with MCP integration.
OmniClip RAG
Local-first Windows search for private Markdown, PDF, and Tika documents with hybrid retrieval and optional MCP access.
WASM sandbox for MCP tools with enforced CPU/memory/I/O limits, WASI isolation, and attested execution records.
Cloud FinOps Skill & MCP
FinOps knowledge and MCP server for AI agents: AWS/Azure/GCP/OCI cost optimization, AI spend management, and waste detection playbooks.
Vinv
AI-powered testing and debugging for services — zero code changes, runtime evidence for every fix.
Agentic Mermaid
Render, verify, and safely edit Mermaid diagrams with AI agents using structured mutations and beautiful defaults.
DOMShell
Control Chrome with filesystem commands—browse tabs, navigate DOM, click, type, and extract content like navigating /usr/local/bin.
Bridge Claude Chat and Claude Code—control your workstation from your phone via MCP.
OmniClip RAG
Local-first Windows search for private Markdown, PDF, and Tika documents with MCP access.
Visual Memory MCP
Local visual UI cache for AI agents using perceptual hashing and CLIP to reduce vision token costs.
World Model MCP
Persistent 3D/2D spatial world model for AI agents with entity tracking, collision simulation, and durable memory.
io.github.tstockham96/engram
Intelligent memory layer for AI agents with semantic search, knowledge graphs, and automatic consolidation.
Omentir
AI-powered LinkedIn prospecting and outreach automation you can self-host or use managed.
Morocco communes
Open dataset and API for Morocco's 12 regions, 75 provinces, and 1,503 communes with HCP codes, census data, and boundaries.
AI-powered management of Zscaler Zero Trust Exchange with 400+ tools across ZPA, ZIA, ZDX, ZCC, and more.
Kin
A graph-native code repository that records code relationships for people and AI agents.
Open & Async
Draft decision docs, turn meetings into async artifacts, and triage sync vs async in your editor.