Discover Awesome MCP Servers

imgw-mcp

Provides real-time access to Polish meteorological and hydrological data from IMGW-PIB, including weather observations, river levels, and weather warnings, without requiring an API key.

Neural-Stimulus

An MCP server that provides persistent semantic memory for LLMs by building a concept graph with vector search. It enables storing, linking, and retrieving concepts across conversations using Turso vector search and 256-dimensional embeddings.

freshprobe

Data freshness verification for AI agents. Probes endpoints for HTTP cache staleness, latency percentiles, content fingerprinting, TLS certificate health, DNS timing, and redirect chains. Returns deterministic FRESH/STALE/UNKNOWN JSON verdicts with policy evaluation and NIST AI RMF mapping.

vivado-mcp

Remote automation server for AMD Vivado builds and analysis over SSH, enabling MCP clients to run synthesis, implementation, and debug without local toolchain.

ACA PoC MCP Tools Server

Provides financial audit reporting and ledger query tools for AI agents, enabling generation of compliance, risk, and transaction reports and querying of transaction data, balances, and summaries from an in-memory SQLite database via MCP.

Baguskto Saham

Enables AI assistants to access Indonesian stock market data, including real-time quotes, historical data from 2019, and technical analysis for 958 IDX-listed stocks.

NeuroDock

A local-first cognitive substrate for neurodivergent professionals. Gives Claude memory, a sense of time, a translator for corporate ambiguity, and a guardrail that refuses to amplify rumination, hyperfocus, or sycophancy. MCP-native. No telemetry. AGPL-3.0-or-later. Self-ID sufficient — no diagnosis gating.

vvriter

MCP server that generates articles from 50,000 tweets and 400 visual artworks.

@squidlerio/mcp

An MCP proxy that connects AI clients to the remote Squidler MCP server while providing local Chrome session management for testing localhost URLs. It enables transparent tool forwarding and allows browser-based test cases to run through a local browser instead of cloud instances.

whoop-mcp

Self-hosted MCP server connecting Claude to your WHOOP data via the official API, enabling queries for recovery, sleep, cycles, workouts, and profile.

mcp-decision-lab

MCP server that enables structured decision-making using weighted decision matrices, sensitivity analysis, and robust recommendations.

DrissionPage MCP Server

A professional browser automation server that enables MCP clients to perform structured web navigation, element interaction, and data extraction using the DrissionPage framework. It features 14 deterministic tools optimized for LLMs to automate web workflows efficiently without relying on vision-based models.

figma-mcp-server

Enables developers to extract and organize Figma design files, including complete node data (tree structure and images) for AI understanding and code generation.

cml-mcp-server

MCP server for Cisco Modeling Labs (CML) that enables building, managing, and running network labs through MCP tools, wrapping the CML Python SDK for lab/topology CRUD, node/link management, and configuration.

mcp-coco

Bridges OpenClaw and Hermes Agent, enabling multi-turn conversations, messaging via Hermes channels, and health checks through MCP tools.

Jira MCP

A one-click Jira integration for AI coding tools like Claude Desktop, Cursor, and VS Code, enabling create, read, update, move, comment, and search operations on Jira tickets directly from the assistant.

Outlook SNDS MCP

Brings Outlook.com Smart Network Data Services (SNDS) API into MCP clients, allowing users to query IP reputation data such as volume, complaint rates, and spam verdicts using natural language.

Labellerr MCP Server

A Model Context Protocol (MCP) server that provides a comprehensive interface to the Labellerr SDK for managing annotation projects, datasets, and monitoring operations through AI assistants like Claude Desktop and Cursor.

Gmail MCP Server

Enables AI applications to send emails, manage drafts, and compose professional emails through Gmail API with secure multi-user OAuth2 authentication and encrypted token storage.

bdjobs.mcp

MCP server that fetches BDjobs profile data using Puppeteer and exposes a tool to retrieve the full profile text given user ID and log ID cookies.

guardvibe

Security MCP server with 300+ rules for AI-generated code. Scans Next.js, Supabase, Clerk, Stripe, Prisma, Hono, GraphQL and 20+ modules. Zero config, runs locally.

supos MCP Server

Enables querying topic tree structures, topic details, and real-time data from supOS via MCP protocol.

jobfinder-mcp

Enables searching job listings, tracking applications, managing resumes, and tailoring resumes to job posts, all locally via MCP.

Porkbun MCP Server

Exposes the Porkbun v3 API as MCP tools for AI agents to manage domains, DNS, SSL, URL forwarding, and account settings.

blob-storage

A lightweight MCP data broker that stores large binary payloads under a UUID, enabling MCP clients and agents to exchange massive results without flooding the LLM context window.

ATLAS

Enables Claude to interact with IQ Option for demo trading: retrieve candles, payouts, place binary options and demo trades, all with safety guards preventing real-money trading unless explicitly allowed.

poly-cloud-mcp

Unified MCP server for managing cloud resources across AWS, Google Cloud, Azure, and DigitalOcean by wrapping their CLI tools.

Swedish Law MCP

Enables querying Swedish statutes, provisions, case law, preparatory works, and EU law cross-references from any MCP-compatible client.

vigia-edgar

An always-on engine that watches SEC EDGAR for insider trading (Form 4) and material event (8-K) filings, alerting users through AI agents via MCP tools.

mcp-arcgis-lorain

Enables searching and querying Lorain County, Ohio open geospatial datasets including parcels, addresses, zoning, and public works via ArcGIS Feature Services.