Continue
by Community
⏩ Source-controlled AI checks, enforceable in CI. Powered by the open-source Continue CLI
OSS
Continue
Added 1 June 2026
Overview
Continue is an open-source IDE extension that brings AI coding assistance directly into VS Code and JetBrains IDEs. It integrates with local or remote LLMs and enforces AI-assisted code quality checks through version control and CI/CD pipelines.
Best for
Best for
Teams prioritizing code privacy and wanting AI assistance integrated into existing IDE workflows and CI systems
Use cases
- Embed AI code review rules in git workflows
- Run LLM-based linting and checks in CI pipelines
- Use local models for private code assistance without external APIs
Notes
Continue is an open-source IDE extension that brings AI coding assistance directly into VS Code and JetBrains IDEs. It integrates with local or remote LLMs and enforces AI-assisted code quality checks through version control and CI/CD pipelines.
33,482 stars on GitHub. Last updated 2026-06-01. Licensed Apache-2.0.
Use cases
- Embed AI code review rules in git workflows
- Run LLM-based linting and checks in CI pipelines
- Use local models for private code assistance without external APIs
Pros
- Open-source with strong community adoption (33k+ stars)
- Works with local LLMs for privacy-sensitive environments
- Integrates directly into popular IDEs without context switching
Cons
- Requires manual setup and configuration of LLM endpoints
- CI enforcement depends on custom CLI integration work
- Limited built-in templates for common code quality checks
Indexed from awesome-llmops and enriched against its public facts.
Pros
- Open-source with strong community adoption (33k+ stars)
- Works with local LLMs for privacy-sensitive environments
- Integrates directly into popular IDEs without context switching
Cons
- Requires manual setup and configuration of LLM endpoints
- CI enforcement depends on custom CLI integration work
- Limited built-in templates for common code quality checks
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nguyenvanduocit/all-in-one-model-context-protocol
Various
🚀 All-in-one MCP server with AI search, RAG, and multi-service integrations (GitLab/Jira/Confluence/YouTube) for AI-enhanced development workflows
nikicat/mcp-wallet-signer
Various
MCP server that routes blockchain transactions to browser wallets for signing
Nishant-Chaudhary5338/mcp-toolkit
Various
9 MCP servers for React + TypeScript automation — component scaffolding, dep auditing, WCAG checking, test generation, TypeScript enforcement, and monorepo management.
ntriq-gh/ntriq-agentshop
Various
AI agent data market — 6 analysis APIs via x402 micropayments (USDC on Base). Pay-per-use document intelligence, invoice extraction, PII detection, sentiment analysis. No API keys
OctoMind-dev/octomind-mcp
Various
An MCP server for octomind tools, resources and prompts
OHNLP/omop_mcp
Various
Model Context Protocol (MCP) server for mapping clinical terminology to Observational Medical Outcomes Partnership (OMOP) concepts using Large Language Models
olgasafonova/gleif-mcp-server
Various
MCP server for GLEIF LEI (Legal Entity Identifier) database access
Oluwatunmise-olat/mcp-server-logs-sieve
Various
A Model Context Protocol (MCP) server that enables AI assistants to efficiently filter and analyze Cloud Platform logs by specific prefixes and patterns.
opentabs-dev/opentabs
Various
Browser automation clicks buttons. OpenTabs calls APIs.
oraios/serena
Various
A powerful MCP toolkit for coding, providing semantic retrieval and editing capabilities - the IDE for your agent
OrygnsCode/opa-mcp-server
Various
Model Context Protocol server for Open Policy Agent (OPA). Author, validate, debug, and explain Rego policies through any MCP-compatible client.
Osseni94/keyneg-mcp
Various
Keyneg connector
ouvreboite/openapi-to-mcp
Various
An MCP server for your API
PantelisGeorgiadis/dicomweb-mcp-server
Various
DICOMweb Model Context Protocol (MCP) server implementation
paracetamol951/P-Link-MCP
Various
x402 client implementation (x402-fetch), HTTP 402 server implementation and Model Context Protocol (MCP) for P-Link.io : pay, send and receive money with agents
partymola/fitbit-mcp
Various
MCP server for the Fitbit Web API with OAuth PKCE, local SQLite cache, and trend analysis
PatrickSys/codebase-context
Various
Generate a map of your codebaseto help AI Agents understand your architecture, coding conventions and patterns. Discoverable with Semantic Search
paulburgess1357/nvim-mcp
Various
MCP server that connects AI agents to your running Neovim instance via msgpack-RPC — no plugins required.
PaulieB14/graph-aave-mcp
Various
MCP server for querying AAVE V2/V3/V4 lending and governance data via The Graph — 7 chains across 11 subgraphs (Ethereum, Base, Arbitrum, Polygon, Optimism, Avalanche, Fantom + Gov
PaulieB14/graph-polymarket-mcp
Various
MCP server for Polymarket prediction markets — 31 tools combining The Graph subgraphs + Polymarket REST APIs (Gamma + CLOB) for market search, live prices, order books, trader P&L,
pepabo/muumuu-domain-mcp
Various
pepabo/muumuu-domain-mcp — indexed from awesome-mcp-servers-punkpeye
Perspective-AI/mcp
Various
MCP server for Perspective AI. An AI Concierge replaces static forms with adaptive AI conversations that understand real situations, structure key information automatically, and tr
pgtuner_mcp
Various
provides AI-powered PostgreSQL performance tuning capabilities.
pibblokto/cert-manager-mcp-server
Various
MCP Server for cert-manager
poll-the-people/customgpt-mcp
Various
Open source MCP server for CustomGPT.ai
pomazanbohdan/memory-mcp-1file
Various
🦀 🏠 🍎 🪟 🐧 - A self-contained Memory server with single-binary architecture (embedded DB & models, no dependencies). Provides persistent semantic and graph-based memory for AI
portainer/portainer-mcp
Various
Portainer MCP server
pwh-pwh/cal-mcp
Various
用于计算数学表达式的MCP
QGIS MCP
Various
Model Context Protocol (MCP) that allows LLMs to use QGIS Desktop
qianniuspace/mcp-security-audit
Various
A powerful MCP (Model Context Protocol) Server that audits npm package dependencies for security vulnerabilities. Built with remote npm registry integration for real-time security
qr-maker-io/mcp-server
Various
MCP server for QR Maker
QuentinCody/braintree-mcp-server
Various
🐍 - Unofficial PayPal Braintree payment gateway MCP Server for AI agents to process payments, manage customers, and handle transactions securely.
r-huijts/ethics-check-mcp
Various
🐍 🏠 - MCP server for comprehensive ethical analysis of AI conversations, detecting bias, harmful content, and providing critical thinking assessments with automated pattern learn
r-huijts/opentk-mcp
Various
A Model Context Protocol (MCP) server providing access to Dutch parliamentary data (Tweede Kamer) through OpenTK . This server enables AI assistants to search, retrieve, and analyz
r-huijts/rijksmuseum-mcp
Various
Rijksmuseum MCP integration for artwork exploration and analysis
r-huijts/strava-mcp
Various
A Model Context Protocol (MCP) server that connects to Strava API, providing tools to access Strava data through LLMs
ragieai/mcp-server
Various
Ragie Model Context Protocol Server
ReAPI-com/mcp-openapi
Various
OpenAPI specification MCP server.
ricocf/mcp-wolframalpha
Various
A Python-powered Model Context Protocol MCP server and client that uses Wolfram Alpha via API.
rishijatia/fantasy-pl-mcp
Various
Fantasy Premier League MCP Server
roamzy-io/mcp-server
Various
MCP server for Roamzy — buy and manage global eSIM through Claude, Cursor, Continue, and any MCP client
rrmistry/tilt-mcp
Various
MCP server for Tilt - enables LLMs to interact with your Tilt dev environment for building, deploying, and debugging Kubernetes workloads
sammcj/mcp-package-version
Various
An MCP server that provides LLMs with the latest stable package versions when coding
samrothschild23/intelligence-api
Various
samrothschild23/intelligence-api — indexed from awesome-mcp-servers-punkpeye
sascharo/gxtract
Various
GXtract MCP Server for VS Code, forks and other editors; provides tools for interacting with GroundX
ScopeBlind/verify-mcp
Various
MCP server for offline verification of signed artifacts. Receipts, manifests, bundles. Apache-2.0.
sgx-labs/statelessagent
Various
Your AI forgets everything between sessions. SAME fixes that. Local-first, no API keys, single binary.
shensi8312/blogburst-mcp-server
Various
Official MCP server for BlogBurst — AI content generation, repurposing, and multi-platform publishing
ShipItAndPray/mcp-compress
Various
First MCP server for data compression. 60x compression on docs, 30x on SQL, 20x on logs. Zero dependencies. Lossless. Auto-picks best algorithm. 7 tools for any AI agent.
SidneyBissoli/ibge-br-mcp
Various
MCP Server for IBGE APIs - Brazilian geographic, demographic and statistical data
SimplyLiz/CodeMCP
Various
Code intelligence for AI assistants - MCP server, CLI, and HTTP API with symbol navigation, impact analysis, and architecture mapping
sinanefeozler/reddit-summarizer-mcp
Various
A MCP server for summarizing reddit homepage of the user or contents of subreddits and comments on posts.
skysqlinc/skysql-mcp
Various
SkySQL MCP server and client repository.
skullzarmy/vibealive
Various
Full-featured utility to test Next.js projects for unused files and APIs + MCP server
softeria/ms-365-mcp-server
Various
A Model Context Protocol (MCP) server for interacting with Microsoft 365 and Office services through the Graph API
sonirico/mcp-stockfish
Various
🐟 MCP server connecting AI systems to Stockfish chess engine
sooperset/mcp-atlassian
Various
MCP server for Atlassian tools (Confluence, Jira)
stadiamaps/stadiamaps-mcp-server-ts
Various
A TypeScript MCP server for interacting with the Stadia Maps APIs
storybookjs/addon-mcp
Various
🤖
Stripe Agent Toolkit MCP Server
Stripe
Expose Stripe's full payments and billing API as MCP tools — customers, charges, subscriptions, invoices, and refunds for any MCP-compatible agent.
Sudhan30/freshprobe
Various
Data freshness verification for AI agents. Probes endpoints for cache staleness, latency, TLS health, and content changes. CLI + MCP server + HTTP API.
SunflowersLwtech/mcp_creator_growth
Various
🐍 🏠 🍎 🪟 🐧 - Intelligent learning sidecar for AI coding assistants. Helps developers learn from AI-generated code changes through interactive blocking quizzes and provides agen
sunsiyuan/human-survey
Various
sunsiyuan/human-survey — indexed from awesome-mcp-servers-punkpeye
SureScaleAI/openai-gpt-image-mcp
Various
📇 ☁️ - OpenAI GPT image generation/editing MCP server.
szhygulin/recon-crypto-mcp
Various
Safety first. Hardware-verified DeFi for AI agents — designed for when the AI can be compromised.
tadas-github/a2asearch-mcp
Various
MCP server for searching AI agents, MCP servers, CLI tools and agent skills via A2ASearch
tatumio/blockchain-mcp
Various
☁️ - MCP server for Blockchain Data. It provides access to Tatum's blockchain API across 130+ networks with tools including RPC Gateway and Blockchain Data insights.
teddyzxcv/ntfy-mcp
Various
The MCP server that keeps you informed by sending the notification on phone using ntfy
TencentEdgeOne/edgeone-pages-mcp
Various
An MCP service designed for deploying HTML content to EdgeOne Pages and obtaining an accessible public URL.
the402ai/mcp-server
Various
MCP server for the402.ai — AI agent service marketplace. Browse services, purchase via x402 micropayments, manage threads, list services as a provider.
thinkchainai/agentinterviews_mcp
Various
MCP access to AgentInterviews.com
ThomasMarches/substrate-mcp-rs
Various
A Model Context Protocol (MCP) server for Substrate blockchains, written in Rust and interfacing the subxt crate.
Tiberriver256/mcp-server-azure-devops
Various
An MCP server for Azure DevOps
thunderboltsid/mcp-nutanix
Various
MCP Server for Nutanix
timkulbaev/mcp-linkedin
Various
MCP server for LinkedIn publishing, commenting, and reacting. Dry-run by default, SKILL.md included, 28 unit tests. MIT licensed.
TimLukaHorstmann/mcp-weather
Various
A Model Context Protocol (MCP) server that provides hourly and daily weather forecasts using the AccuWeather API.
TradeRouter/trade-router-mcp
Various
Non-custodial Solana swap & limit-order MCP server for AI agents. 21 tools (swap, limit, trailing, TWAP, DCA, combo orders) across Raydium, PumpSwap, Orca, Meteora. Jito MEV-protec
trycourier/courier-mcp
Various
🎖️ 💬 ☁️ 🛠️ 📇 🤖 - Build multi-channel notifications into your product, send messages, update lists, invoke automations, all without leaving your AI coding space.
ttommyth/interactive-mcp
Various
Vibe coding should have human in the loop! interactive-mcp: Local, cross-platform MCP server for interact with your AI Agent
tumf/grafana-loki-mcp
Various
Grafana Loki MCP Repository
ukkit/memcord
Various
🧠 Privacy-first MCP server for AI memory management. Save, search & organize chat history with intelligent summarization.
unixlamadev-spec/aiprox-mcp
Various
MCP server for AIProx — discover, hire, and pay autonomous AI agents via Bitcoin Lightning, Solana USDC, or Base x402
upstash/context7
Various
Context7 Platform -- Up-to-date code documentation for LLMs and AI code editors
vakharwalad23/google-mcp
Various
Collection of Google-native tools (e.g., Gmail, Calendar) for the MCP
var-gg/mcp
Various
🚀 Project Meta Management MCP - Manage standard variable names and constants per project and integrate with LLM through Model Context Protocol
vectara/vectara-mcp
Various
Open source MCP server for Vectara
VictoriaMetrics-Community/mcp-victorialogs
Various
The implementation of Model Context Protocol (MCP) server for VictoriaLogs.
vikramgorla/mcp-swiss
Various
Swiss open data MCP server — transport, weather, geodata, companies, etc,. Zero API keys.
virtualsms-io/mcp-server
Various
SMS verification MCP server — real SIM phone numbers across 145+ countries and 2000+ services for AI agents. Ranked #1 in both ChatGPT and Perplexity SMS verification MCP categorie
Vovala14/vynly-mcp
Various
MCP server for Vynly — the AI-only social feed. Post, read, search, and spark from any MCP-aware agent.
W3Ship/w3ship-mcp-server
Various
W3Ship/w3ship-mcp-server — indexed from awesome-mcp-servers-punkpeye
WhenLabs-org/when
Various
Six tools. One install. The WhenLabs developer toolkit.
yikakia/godoc-mcp-server
Various
A mcp server provide infomation from pkg.go.dev. For all golang programmers
YuliiaKovalova/dotnet-template-mcp
Various
MCP server wrapping the .NET Template Engine for AI-driven template discovery, inspection, and instantiation
yuna0x0/hackmd-mcp
Various
A Model Context Protocol server for integrating HackMD's note-taking platform with AI assistants.
yuvalsuede/agent-media
Various
📇 ☁️ 🍎 🪟 🐧 - CLI and MCP server for AI video and image generation with unified access to 7 models (Kling, Veo, Sora, Seedance, Flux, Grok Imagine). Provides 9 tools for generat
zhsama/duckduckgo-mcp-server
Various
📇 🏠 ☁️ - This is a TypeScript-based MCP server that provides DuckDuckGo search functionality.
Gemma
Community
Checking your browser - reCAPTCHA
Claude Code
Various
Anthropic's agentic coding tool for developers. Claude Code understands your codebase, edits files, runs commands, and helps you ship faster.
OpenAI API
Various
Announcement of the OpenAI API for text-to-text general-purpose AI models based on GPT-3. OpenAI blog, June 11, 2020.
Bloop apps
Community
bloop is a fast code search engine written in Rust.
Cursor
Anysphere
The AI-first code editor. Tab to autocomplete, Composer to multi-file refactor, Agents for the long-running stuff.
AIM-Intelligence/AIM-Guard-MCP
Various
AIM MCP Server :: Guard and Protect your MCPs & AI Chatting
aktsmm/skill-ninja-mcp-server
Various
MCP Server for Agent Skill Ninja - Search, Install, and Manage Agent Skills
cyberchitta/llm-context.py
Various
Share code with LLMs via Model Context Protocol or clipboard. Rule-based customization enables easy switching between different tasks (like code review and documentation). Includes
erikhoward/adls-mcp-server
Various
Microsoft Azure Data Lake Storage MCP Server
IvanAmador/vercel-ai-docs-mcp
Various
A Model Context Protocol (MCP) server that provides AI-powered search and querying capabilities for the Vercel AI SDK documentation. This project enables developers to ask question
kopfrechner/gitlab-mr-mcp
Various
Interact seamlessly with GitLab repositories to manage merge requests and issues. Fetch details, add comments, and streamline your code review process with ease.
lfrmonteiro99/memento-mcp
Various
Persistent memory MCP server with typed memories, decay scoring, and token-aware context injection
Obsidian MCP Server (MarkusMcNugen)
MarkusMcNugen (community)
Expose an Obsidian vault as MCP resources and tools — read, write, search notes, and manage tags and links from any MCP-compatible agent.
osinmv/funciton-lookup-mcp
Various
MCP server for AI agents to lookup function signatures from any API. Uses SQLite and universal ctags to index source files across multiple languages (Python, C, Go, C++, JS, Rust,
pulumi/mcp-server
Various
🎖️ 📇 🏠 - MCP server for interacting with Pulumi using the Pulumi Automation API and Pulumi Cloud API. Enables MCP clients to perform Pulumi operations like retrieving package in
rusiaaman/wcgw
Various
Shell and coding agent on mcp clients
txn2/kubefwd
Various
Bulk port forwarding Kubernetes services for local development.
VSCode Devtools
Various
VSCode Extension with an MCP server that exposes semantic tools like Find Usages and Rename to LLMs
whiteknightonhorse/APIbase
Various
Universal MCP gateway for AI agents — 618 tools, 191 providers. Bloomberg FIGI, SEC XBRL, npm, PyPI, climate, US Census, Congress, FEMA, SAM.gov, EPA, USNO, exercises, email verifi
AI For Developers
Community
Explore a curated list of the best AI coding tools for developers, featuring GitHub Copilot, Windsurf, Cody, and more. Enhance your coding workflow today!
AIDE
Community
AIDE: AI-Driven Exploration in the Space of Code. The machine Learning engineering agent that automates AI R&D.
CodeGeeX
Community
CodeGeeX: An Open Multilingual Code Generation Model (KDD 2023)
QA-Pilot
Community
QA-Pilot is an interactive chat project that leverages online/local LLM for rapid understanding and navigation of GitHub code repository.
tabby
Community
Self-hosted AI coding assistant
Compose AI
Various
Compose AI: Automated Your Writing
Cursor
Cursor
AI-first code editor with deep contextual understanding. Write, edit, and refactor code by talking to your editor.
Scenario
Various
Build custom workflows across image, video, audio and 3D. Train on your art bible so every asset is unmistakably yours. One platform for creatives, one API for developers, one MC
Cline
Cline
Open-source autonomous coding agent that lives inside VS Code. BYO model key, watch it work.
Codeium
Codeium
Free AI autocomplete and chat across 40+ IDEs. The volume player in AI coding assistants, now sibling to Windsurf.
Cursor
Community
Built to make you extraordinarily productive, Cursor is the best coding agent.
Amazon Q
Various
Amazon Q is purpose-built AI for developers and teams. Write, debug, and build faster for your AWS environment.
Cursor
Cursor
AI-first code editor with deep contextual understanding. Write, edit, and refactor code by talking to your editor.
GitHub Copilot
Various
Today, we're launching a technical preview of GitHub Copilot, a new AI pair programmer that helps you write better code.