Discover Awesome MCP Servers

tdprepview-mcp

Enables machine learning data preprocessing pipeline creation and model training, deployment, and prediction for Teradata databases.

adl-context-collector

MCP server providing persistent memory for LLMs via semantic search over captures, structured facts with temporal tracking, and document ingestion. Enables any MCP-compatible client to maintain a searchable knowledge base across sessions.

MCP Code Review Server

Enables automated AI-powered code review for pull requests across GitHub, GitLab, Bitbucket, and Azure DevOps via webhooks, and manual code review through MCP tools using Groq, Claude, or GPT-4.

rbw-mcp

MCP server that enables AI models to securely interact with a Bitwarden password manager vault via the rbw CLI.

tpu-devops

MCP server for managing Google Cloud TPU capacity and serving Gemma 4 with vLLM, including provisioning, debugging, benchmarking, and teardown.

ACE MCP Server

Implements Agentic Context Engineering to create self-improving AI coding assistants that learn from execution feedback and build persistent knowledge playbooks. Reduces token usage by 86.9% while improving code accuracy by 10.6% through incremental context updates.

NOAA Space Weather MCP Server

Provides real-time NOAA space weather data (solar flares, Kp index, solar wind) and analyzes HF radio propagation conditions for amateur radio operators to determine optimal frequency bands.

Snappy MCP Server with Xano Integration

Um servidor de Protocolo de Contexto de Modelo para Cloudflare Workers que se integra com a Claude AI, permitindo o uso de ferramentas através de login OAuth e conexões SSE.

youtube-mcp

Enables AI agents to fetch transcripts, metadata, and download videos/audio from YouTube without API keys.

paper-banana

An MCP server for generating process diagrams and CONOPS visuals for government and defense proposals using a multiagent AI pipeline with Gemini models.

nextcloud-mcp

MCP server integrating Nextcloud services (tasks, calendar, notes, email, files, Deck) for AI assistant interaction.

MCP Server with Google OAuth

A Model Context Protocol server that enables secure remote tool connections via Google account authentication.

hivetrust

KYA (Know Your Agent) identity, trust scoring, and insurance protocol for autonomous AI agents. Issues verifiable credentials, computes real-time trust scores, and provides agent liability coverage on Base L2.

codeindex

Serves a repo-indexing engine over stdio with tools for scanning, graph analysis, symbol extraction, caller lookup, and grep.

IMC Calculator

Calculates Body Mass Index (BMI) based on weight and height, returning the value and classification.

escalator

Enables fetching web pages as clean Markdown with automatic escalation from direct requests to residential proxies and headless browsers to overcome blocks, plus built-in politeness handling like robots.txt and rate limiting.

Confluence Hybrid RAG MCP Server

Enables hybrid search and agentic retrieval over Confluence pages via MCP tools, allowing Claude Desktop, Cursor, or Claude Code to search and retrieve Confluence content.

wechat-md-mcp-server

Converts Markdown to inline-styled HTML for WeChat official accounts, with theme selection and browser preview for easy copying.

onec-config-mcp

Enables searching through 1C:Enterprise configuration source code (XML+BSL) with full-text indexing, providing tools to find code, metadata objects, procedures, and modules.

hive-mcp-imprimatur

Pre-attestation gate for AI inference that checks compliance conditions and issues Ed25519-signed clearances before execution, refusing any inference without a valid clearance.

MCP Energy Hub

Provides real-time US power grid intelligence and carbon intensity data to enable carbon-aware AI compute scheduling across major grid regions. It allows users to monitor energy generation and optimize workloads based on renewable energy availability and grid load forecasts.

io.github.sandeepbazar/ocm-mcp-server

An MCP server that enables AI agents to safely operate multi-cluster Kubernetes fleets through an Open Cluster Management hub, with policy enforcement, human approval, and audit tracing.

Local Logs MCP Server

Enables monitoring and analysis of local application log files with real-time tailing, error tracking, and search capabilities. Perfect for debugging Node.js applications, web servers, or any application that writes to log files through natural language commands.

Bloopo

Hosted MCP server that turns a one-line brief into finished, on-brand ad creative, including short video ads, product photos, and voiceover, with A/B variant testing and performance feedback loops.

io.github.icohangar-ops/chp-mcp

Enables MCP clients to evaluate CHP Profile B capital gates, including spend/mandate decisions, human-approval workflows, canonical JSON hashing, and signed audit ledger records.

baton-mcp

Enables coding agents to convert and transfer sessions between different agent interfaces, allowing seamless continuation of work across agents.

tellfigma

An open-source MCP server that gives AI assistants full read-write access to Figma, enabling creation, editing, and deletion of designs directly without plugins or API keys.

wander-agent

MCP that makes travel planning simple

Fonteum — Healthcare Provider Data

Source-provenanced US federal healthcare provider data over MCP. Resolve any NPI or CCN across NPPES, OIG LEIE, SAM.gov, state Medicaid exclusions, CMS PECOS, Care Compare, and Open Payments — every field carries a 14-field provenance contract, and an "excluded or compromised anywhere" check runs on every lookup.

Morocco Experience Protocol

Enables AI assistants to discover and search authentic Moroccan tourism experiences, cultural activities, and local operators through natural language queries with real-time data from verified sources.