Discover Awesome MCP Servers

Plotting MCP Server

Transforms CSV data into beautiful visualizations including line charts, bar graphs, pie charts, and world maps. Returns base64-encoded PNG images optimized for AI chat interfaces and assistants.

Haru VPS MCP

A self-hosted MCP gateway that provides filesystem and shell capabilities for an isolated VPS workspace, with strict loopback security and optional authenticated remote access.

@runablejs/mcp

Enables AI coding agents to inspect Runable projects over MCP, providing read-only access to project information and configuration via Runable's inspector.

MCP Tool-Use Reliability Harness

An MCP server that exposes a document store for evaluating agent tool-use accuracy and measuring resistance to indirect prompt injection, with built-in conformance to the 2026-07-28 MCP protocol.

ai-assimilation-mcp

Enables AI models to securely and structurally assimilate experiences, thoughts, and reasoning processes across different AI systems, fostering intellectual collaboration and evolutionary dialogue.

mem-port

A local MCP server that gives AI copilots a shared, portable long-term memory backed by an embedded knowledge graph, with semantic search and export/import capabilities.

USBTMC MCP Server

Enables controlling multiple USBTMC (USB Test and Measurement Class) devices simultaneously using SCPI commands through a unified MCP interface.

HFSS MCP Server

An MCP server for automating ANSYS HFSS simulations, providing persistent connections and a suite of tools for modeling, simulation, and post-processing.

accountinghouse-mcp

MCP server for foldkit that exposes the 7-prime spine, 7 κ-bands, and 6 fold operations as native tools and resources in any MCP client.

actions-latest-mcp

Fetches the latest version numbers for popular GitHub Actions from simonw/actions-latest, allowing users to easily check and update workflow versions.

Awesome-MCP-ZH

MCP 资源精选 (MCP zīyuán jīngxuǎn), MCP 指南 (MCP zhǐnán), Claude MCP, MCP 服务器 (MCP fúwùqì), MCP 客户端 (MCP kèhùduān)

mcp-openalex

Enables AI agents to search scholarly works, authors, institutions, venues, and concepts, retrieve detailed metadata, and explore citation networks through natural-language requests.

openmc-validator-mcp

An MCP server that provides pre-flight validation and post-processing tools for OpenMC Monte Carlo transport simulations, catching common authoring mistakes before jobs hit the HPC queue.

MySQL MCP Server

Enables comprehensive MySQL database management including CRUD operations, schema queries, and natural language to SQL conversion support through complete database structure analysis.

personal-notes-assistant

Enables querying, listing, and summarizing personal knowledge base documents using RAG with hybrid search and LLM.

AI Detection Engineering Platform

An MCP server that enables conversational interaction with Wazuh SIEM, allowing users to investigate alerts, hunt threats, tune false positives, edit rules, and run security actions via natural language.

Squarespace MCP Server

A comprehensive MCP server that enables AI assistants to interact with Squarespace sites, providing 67 tools for website management, e-commerce, content creation, and analytics.

newdb

NewDB is a unified DaaS intelligence platform and MCP server providing automated verification for Russian individuals, legal entities, and foreign citizens. Connect your AI agents directly to official government and commercial registries, including FNS (taxes & bank blocks), FSSP (enforcement debts), MVD (passport validity), Fedresurs (bankruptcy), and CAD Arbitration courts.

AI-Powered Kubernetes MCP Server

Enables natural-language management of Kubernetes clusters via kubectl-ai and Gemini, providing commands like listing pods, scaling deployments, and retrieving logs through a FastAPI backend.

DexPaprika MCP Server

Provides real-time access to cryptocurrency and DEX data across multiple blockchains, enabling users to analyze tokens, pools, trading volumes, and perform technical analysis through DexPaprika's API. No API keys required for seamless integration with AI assistants.

grantguard-mcp

Enables auditing PostgreSQL role write privileges against a policy file, using read-only tools to explain, describe, and check permissions.

ghosthunt

GhostHunt is an MCP server that scans your development machine for API keys, tokens, and credentials hiding in places you forgot to check.

consciousness MCP server

A pluggable vector memory server for semantic search and long-term memory, with session-scoped and universal memory tools.

opencode-export

Enables AI agents to list, inspect, and export OpenCode AI coding sessions as HTML/JSON archives with secret redaction and token statistics.

AstroFabric

AstroFabric is an agentic AI operating system for growth, revenue and digital operations. Specialist AI agents plan and execute complete missions through metered tools, with enforced budgets, approval-gated writes and full run transcripts. Work runs from the console, REST API, hosted MCP server, schedules, email or chat.

Remote MCP Server on Cloudflare

A deployable Model Context Protocol server on Cloudflare Workers that enables AI models to access custom tools without authentication requirements.

mcpserver-semantickernel-client-demo

Showing a super simple implementation of an c# MCP server hosted with Aspire and consumed by Semantic Kernel

Remote MCP Server Authless

A Cloudflare Workers-based remote Model Context Protocol server that operates without authentication requirements, allowing users to deploy custom AI tools that can be accessed from Claude Desktop or the Cloudflare AI Playground.

MCP Git Manager

An MCP server that gives AI agents git repository access: status, log, diff, branch, commit, push, pull, tag, stash, remotes — 24 tools, zero dependencies, pure Python stdlib (subprocess).

Firecrawl MCP Server

A Model Context Protocol server that enables web scraping, crawling, and content extraction capabilities through integration with Firecrawl.