Discover Awesome MCP Servers

india-stack-mcp

Enables AI agents to manage Indian enterprise systems by providing tools for accounting (TallyPrime), invoicing (Zoho Books), and GST compliance (validation, e-invoice generation, and GSTR-2B reconciliation), with dry-run-first writes and an audit trail.

gupy-candidate-mcp

MCP server that converts Gupy job listings into structured data, candidate fit analysis, and preparation templates for AI clients, enabling candidates to better understand and apply to jobs with AI assistance.

Databricks MCP Genie

Enables AI assistants to interact with Databricks workspaces through natural language, supporting SQL queries, cluster management, jobs, Genie AI, Unity Catalog, and more.

opencode-chatgpt-bridge

A local MCP bridge that lets ChatGPT control opencode sessions for code modification, file reading, and repository management on your own computer.

Reddit MCP Server

Access Reddit content (posts, comments, subreddit info) directly in Claude without API keys.

pymol-mcp

Headless PyMOL for molecular visualization, GROMACS/LAMMPS MD trajectories, and clathrate-hydrate cage analysis: H-bond networks, F3/F4 order parameters, and TRACE cage perception + occupancy.

Data X-Ray MCP Server

Enables Claude to search, retrieve, and analyze indexed files with sensitivity classifications and automatic redaction of sensitive information.

Clawslist MCP Server

Enables AI agents to interact with the Clawslist marketplace to browse, create, and manage listings using the Model Context Protocol. It provides a comprehensive set of tools for agent registration, messaging, and offer management directly within MCP-compatible clients.

GitHub Repos Manager MCP Server

GitHub Repos Manager MCP Server

MCP Presidio Server

Enables anonymization and deanonymization of sensitive data in text using Microsoft Presidio. Supports session-based storage to reversibly replace sensitive information like passwords and secrets with placeholder tokens.

kubesearch-mcp

Enables LLMs to search Flux HelmReleases and Argo Applications from kubesearch.dev, and temporarily clone repos to review actual manifests.

mcp-pypi

A security-focused MCP server that enables AI assistants to search PyPI packages, scan for vulnerabilities, audit dependencies, and ensure security across Python projects.

ArXiv Insight MCP Server

Enables searching arXiv papers by topic or category, retrieving full text, PDFs, and BibTeX citations, and generating structured reviews and comparisons.

io.github.svnscha/mcp-windbg

Bridges AI models with WinDbg for crash dump analysis and remote debugging.

callimachus

Local index and hybrid search (SQLite FTS5 + on-device vector KNN) over your AI coding-agent conversation history across 11 tools (Claude Code, Codex, Cursor, and more). Exposes search_threads, search_current_project, recent_threads, get_thread, list_tags, and list_open_todos so any agent can recall its own past work.

SQL MCP

Enables AI agents to explore MySQL database schemas as structured models, inspect tables, columns, keys, revisions, and generate migration scripts through a read-only interface that never exposes row data or write access.

honeybook-mcp

A Model Context Protocol server that connects Claude to the HoneyBook client portal, giving you natural-language access to contracts and invoices sent by your wedding vendors.

mcp-reliable-adapter

An MCP server that reliably accepts support tickets even during downstream SaaS outages, using transactional outbox, idempotency, retries, dead-letter handling, and an audit trail.

Twinmotion MCP

Enables importing Revit models, setting environments, rendering images, and exporting walkthrough videos via the Twinmotion rendering pipeline through APS.

Telecom Event Oracle

Provides real-time LNP/WLNP (Wireless Local Number Portability) and LRN auditing. Features specialized congestion logic for 2026 global events. Essential for routing agents managing wireless and wireline transit.

smart-retail-mcp

MCP server that provides predictive inventory analysis tools to AI agents, including current stock, sales velocity, and replenishment alerts.

Customer Reminder MCP

Enables automated customer reminder management by integrating with Google Sheets to read customer data and sending scheduled email reminders based on due dates. Supports personalized email templates, intelligent scheduling, and duplicate prevention with Gmail SMTP integration.

Claude Persistent Memory

Gives Claude Code long-term memory that persists across sessions via hybrid BM25 and vector semantic search, with multi-project isolation.

Stock Valuation MCP Server

Provides professional-grade financial analysis tools for Thai stock markets, including PE Band Analysis, DDM, DCF valuation models, real-time SET Watch API data, complete financial statements, and historical ratio analysis with investment recommendations.

brave-devtools

MCP server that lets AI coding assistants control and inspect a live Brave browser using DevTools for automation, debugging, and performance analysis.

MCP-Secrets-Vault

Enables AI agents and MCP clients to securely store, retrieve, and manage encrypted credentials without hardcoding API keys.

ArchiMate MCP Server

Enables LLMs to create, modify, and analyze ArchiMate architecture models using the ArchiMate 3.2 specification, supporting coArchi2 repositories and multiple export formats.

meta-ads-mcp

Manage Facebook and Instagram ad campaigns directly from Claude Code, enabling performance viewing, budget adjustments, and campaign control without opening Ads Manager.

figwright

Open-source, bidirectional Figma agent for MCP clients — a free alternative to Figma's Dev Mode MCP. Reads designs with high-fidelity grounding and writes back to the canvas: frames, text, auto-layout, styles, variables, and components. 92 tools, no API token, no paid Figma seat.

zora-mcp-server

An MCP server that enables AI-driven on-chain interactions with the Zora Protocol on Base, supporting token queries, swaps, and transfers via natural language.