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MCP Servers

Model Context Protocol servers - tools, resources, and prompts for Claude and other AI assistants.

Start Better

Pick the workflow before you pick the server.

MCP discovery works better when people begin from a job to be done. Route them into a scene, a curated stack, or a high-signal tag before they start scanning tool cards.

Scenes

Code Write Code

Code review, refactoring, debugging, and language tools

Research Research & Knowledge

RAG, embeddings, docs search, and knowledge agents

Ops Deploy & Automate

CI/CD, infra, ops, and scheduled workflows

Stacks

Code AI Coding Stack

Code faster with repo context, review discipline, and browser-backed verification.

Research Research Stack

Collect, inspect, and synthesize source material without losing the thread.

Ops Founder Ops Stack

Keep decisions, tasks, and recurring automations from scattering across tools.

Tags

#general10067#data-ai3927#development1174#finance870#productivity809#devops-infra805#python552#gcp371
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Popular tags

Showing 24 of 10067 MCP tools

stdiosrc
129 stars

Jupyter Notebook Mcp

A Model Context Protocol (MCP) for Jupyter Notebook

unknownSynced 3mo ago
Active/4mo ago/High signal
generalgeneral
stdiosrc
129 stars

Fhir Mcp Server

FHIR MCP Server – helping you expose any FHIR Server or API as a MCP Server.

unknownSynced 1mo ago
36 tools
Active/2mo ago/High signal
generalgeneral
stdionpx
129 stars

pare

Dev tools, optimized for agents. Structured, token-efficient MCP servers for git, test runners, npm, Docker, and more.

VerifiedInstall Ready
github-seedsSynced 3mo ago
17 tools
Active/3mo ago/High signal
generalgeneraldocker
stdionpx
128 stars

apple-notes-mcp

MCP server for Apple Notes - create, search, update, and manage notes via Claude and other AI assistants

VerifiedFreshInstall Ready
github-topic:model-context-protocolSynced 6d ago
51 tools
Active/1w ago/High signal
generalgeneral
stdiosrc
128 stars

Google Ads Mcp Server

This repo helps us to analyze googla ads performance data

unknownSynced 3mo ago
5 tools
Active/4mo ago/High signal
generalgeneralgcp
stdionpx
127 stars

@burtthecoder/mcp-virustotal

MCP server for VirusTotal API — analyze URLs, files, IPs, and domains with comprehensive security reports, relationship analysis, and pagination support.

Install Ready
unknownSynced 4mo ago
5 tools
Active/4mo ago/High signal
generalgeneral
stdionpx
127 stars

Mcp Server Bigquery

A Model Context Protocol server that provides access to BigQuery

Install Ready
unknownSynced 3mo ago
3 tools
Active/3mo ago/High signal
generalgeneral
stdiosrc
126 stars

Airbyte Agent Sdk

🐙 Drop-in tools that give AI agents reliable, permission-aware access to external systems.

Verified
github-topic:mcpSynced 3mo ago
Active/3mo ago/High signal
generalgeneral
stdionpx
125 stars

lsp-mcp-server

An MCP server that lets you interact with LSP servers

Install Ready
unknownSynced 3mo ago
Active/3mo ago/High signal
generalgeneral
stdiodocker
125 stars

Sidemantic

The universal metrics layer. Compatible with 15+ formats: Cube, MetricFlow, LookML, Omni, BSL, LDM, Cortex, Malloy, OSI, SML, TML, Hex, Rill, Superset

Verified
github-topic:mcpSynced 2mo ago
8 tools
Active/3d ago/High signal
generalgeneral
stdiosrc
124 stars

PyHMT2D

Python Hydraulic Modeling Tools - 2D

Verified
github-topic:mcpSynced 3mo ago
1 tools
Active/3mo ago/Medium signal
generalgeneralpython
stdionpx
124 stars

reloaderoo

Powerful MCP debugging proxy and CLI inspection tool.

VerifiedInstall Ready
list:awesome-mcp-servers-wong2Synced 3mo ago
Active/3mo ago/High signal
generalgeneral
stdiosrc
123 stars

MinerU Ecosystem

Verified
list:awesome-mcp-servers-punkpeyeSynced 3mo ago
22 tools
Active/3mo ago/Medium signal
generalgeneral
stdiosrc
123 stars

Agentfm Core

AgentFM is a peer-to-peer network that turns everyday computers into a decentralized AI supercomputer. AgentFM lets you run massive AI workloads directly across a global mesh of idle CPUs and GPUs.

Verified
agent-discoverySynced 3mo ago
25 tools
Active/3mo ago/High signal
generalgeneral
stdionpx
123 stars

gm-exec

wanna develop an app ❓

VerifiedInstall Ready
github-topic:model-context-protocolSynced 5mo ago
8 tools
Active/5mo ago/Medium signal
generalgeneral
stdiosrc
123 stars

Owlex

unknownSynced 3mo ago
45 tools
Active/3mo ago/Medium signal
generalgeneral
stdiodocker
123 stars

anythingmcp

Build custom connectors for Claude & ChatGPT Apps from any API — no code. Self-hosted MCP gateway for REST, SOAP/WSDL, GraphQL & SQL. OAuth2, RBAC, on-prem audit log, 175+ pre-built adapters (DATEV, DHL, Personio, WooCommerce, Sorare…)

VerifiedReviewed
github-seeds:mcp-hotSynced 3mo ago
15 tools
Active/3mo ago/High signal
generalgeneral
stdionpx
122 stars

stitch-mcp

Universal MCP Server for Google Stitch. Connect AI agents to your UI designs.

FreshInstall Ready
unknownSynced 2d ago
Active/1w ago/High signal
generalgeneralgcp
stdiosrc
122 stars

Wanaku

Wanaku MCP Router

unknownSynced 3mo ago
Active/3mo ago/Medium signal
generalgeneral
stdionpx
122 stars

Fabric Rti Mcp

MCP server for Fabric Real-Time Intelligence (https://aka.ms/fabricrti) supporting tools for Eventhouse (https://aka.ms/eventhouse), Azure Data Explorer (https://aka.ms/adx, and other RTI services (coming soon)

Install Ready
unknownSynced 3mo ago
14 tools
Active/3mo ago/High signal
generalgeneralazure
stdiodocker
122 stars

Godoc Mcp

MCP server that reduces LLM context usage when AI coding agents work with Go — structured documentation instead of source-file dumps.

Install Ready
unknownSynced 3mo ago
Active/3mo ago/High signal
generalgeneral
stdionpx
122 stars

PubMed MCP Server

🔍 Enable AI assistants to search, access, and analyze PubMed articles through a simple MCP interface.

Install Ready
unknownSynced 3mo ago
Active/3mo ago/High signal
generalgeneral
stdionpx
122 stars

@dynatrace-oss/dynatrace-mcp-server

MCP server for Dynatrace Observability

Install Ready
unknownSynced 3mo ago
Active/3mo ago/Medium signal
generalgeneral
stdionpm
122 stars

memorylane

MemoryLane is a system tray application that captures screenshots at regular intervals.

unknownSynced 3mo ago
Active/3mo ago/High signal
generalgeneral
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