Discover Awesome MCP Servers

Haloscan MCP Server

An MCP server that integrates with the Haloscan SEO API to provide tools for keyword research, SERP analysis, and domain performance tracking. It enables users to perform comprehensive SEO tasks, including competitor analysis and visibility monitoring, within MCP-compatible clients.

MCP Inflow Ingredients

Enables AI assistants to interact with Inflow Inventory API for managing ingredients/products and inventory operations. Supports product creation, updates, search, and stock adjustments through natural language commands.

MCP Keyword Search Server

Enables searching for a keyword within a text file using Model Context Protocol tools via standard input/output.

PDF Extraction MCP Server

Enables Claude to extract text and metadata from PDF files via URL or base64 encoding. Supports optional bearer token authentication and can be deployed as a custom connector on claude.ai.

failure-memory

Failure Memory provides AI coding agents with a shared local memory of failures, enabling them to record, recall, and learn from mistakes across sessions.

Modular RAG MCP Server

A pluggable, observable modular RAG service framework that exposes tool interfaces via the MCP protocol, enabling AI assistants like Copilot and Claude to directly query knowledge bases.

Filesystem MCP Server

Provides file system tools for resume matching agents, enabling reading, writing, searching, listing, watching, and batch processing of files via the Model Context Protocol.

Wrath MCP Server

Provides MCP tools for managing the Wrath Grok addon, including doctor, config, policy_check, journal_tail, session_stats, and set_enabled.

FinData

MCP server providing professional financial data access for LLMs through providers like Tushare, Wind, and DataYes.

HaltProof

MCP server for HaltProof's emergency-shutdown orchestration and cryptographic audit-proof layer, enabling AI agents to dry-run or execute cluster halt operations across Slurm, Kubernetes, and IPMI, and verify signed, hash-chained attestation logs.

FinSight

An AI-powered financial analyst MCP server that enables stock performance analysis, company comparison, and market trend interpretation directly in your IDE using local AI.

expense

MCP server for Expense, a receipt tracker that lets AI assistants capture receipts, log mileage, answer spending questions, build reports, and reconcile bank statements from your expense data.

Limitless Library

MCP server for verified reuse infrastructure that lets agents query before work to obtain safe, permissioned results (exact component, source-free method, or abstention) with receiver-owned verification and non-disclosure guarantees.

AgentZero

MCP server for real-time credential leak detection and remediation in Slack, using AI-powered semantic analysis via Google Gemini.

persistproc

An MCP server that lets agents and humans monitor and control long-running processes, reducing copy-pasting between AI tools and enabling multiple agents to interact with the same process outputs.

Databricks MCP Server

Enables AI assistants like Claude to interact with Databricks workspaces through secure OAuth authentication, allowing users to execute SQL queries, manage clusters, create jobs, and access workspace resources through natural language.

mcp-server-gdrive

gdrive mcp capable of upload

SSE Calculator MCP Server

A stateful calculator server using Server-Sent Events for real-time communication, enabling AI assistants to perform calculations with session management and history tracking.

DOCX-MCP

Enables comprehensive Microsoft Word document manipulation through the Model Context Protocol, with advanced table operations including creation, data management, formatting, and bulk operations. Supports document creation, editing, and saving with plans for full document content management.

MCP Nano Banana

Enables image generation using the Google Gemini API through a simple text prompt. Generated images are saved locally and hosted online via ImgBB for easy access and sharing.

mcp-dev-utils

A lightweight MCP server providing everyday developer utilities such as JSON formatting, UUID generation, Base64 conversion, HTTP status lookup, and Unix timestamp conversion as tools and resources.

milele-prime-mcp

Read-only MCP server that lets a verified client connect their own AI to their trading account to read account data without order execution.

fx-converter-mcp

Enables currency conversion and exchange rate lookups using real ECB reference rates, free and without an API key. Supports natural language queries like 'convert 100 USD to EUR' or 'what's the exchange rate between GBP and JPY?'.

K-MCP: Kali Model Context Protocol Server

Connects AI assistants to a Kali Linux terminal for executing security tools, managing interactive shell sessions, and performing penetration testing, CTF challenges, and security research tasks.

loom

Enables agents to validate, render preview (PNG), and export OpenSCAD models to various formats using the openscad CLI.

garmin-mcp

A local MCP server that exposes Garmin Connect activity, health, and training data as tools for Claude Desktop. It provides read-only access to metrics like activities, sleep, heart rate, and training readiness.

Splits MCP Server

Enables managing Splits transactions, accounts, signers, and authentication through natural language or AI assistants.

Selvage

Enables AI-powered code review of Git diffs through natural language, supporting multiple AI models and Git workflows.

ibmi-mcp-server

An MCP server that enables AI assistants to interact with IBM i AS/400 source members for source code management, compilation, and development workflows.

Fuel Radar MCP Server

Enables AI agents to query real-time fuel station availability and summaries across Thailand via MCP tools.