winx-code-agent
Rust reimplementation of WCGW for coding agents: shell execution and file management.
★ 38
MCP Servers
Connect your agent to docs, search, browsers and your stack with the Model Context Protocol. Every entry links to its source.
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baseline-mcp-server
Search Baseline status using the Web Platform API.
★ 37
biothings-mcp
Query the BioThings API for genes, genetic variants, drugs and taxonomic information.
★ 37
codelogic-mcp-server
CodeLogic code dependency analytics, architectural risk analysis and impact assessment.
★ 37
deeppvmapper
Open registry of 1.14M+ rooftop-solar detections across France (96 départements), queryable by natural language via a public Streamable HTTP endpoint.
★ 37
IHMT-MEMORY
Long-term memory for coding agents as a tree of plain local files: searches before answering, keeps changed facts as history and flags them OUTDATED, and
★ 37
label-studio-mcp-server
Create, manage and automate Label Studio projects, tasks and predictions for data labeling workflows.
★ 37
lotus-wisdom-mcp
Contemplative problem-solving using the Lotus Sutra's framework: multi-perspective reasoning, skillful means, non-dual recognition and meditation pauses.
★ 37
maven-mcp
MCP server / agent plugin for Maven and Gradle dependency intelligence: latest versions, outdated deps, CVEs, changelogs, licenses and project audits.
★ 37
mk-qa-master
End-to-end QA loop: analyzes web pages or mobile screens, generates and runs pytest or Maestro tests with auto-retry, and writes an optimization plan.
★ 37
suunto-mcp
Suunto watch data via the Suunto API: workouts, time-series samples, FIT decoding, GPX export, 24/7 activity, sleep and recovery/HRV.
★ 37
YFinance-Trader-MCP-ClaudeDesktop
Stock market data and analysis from the Yahoo Finance API.
★ 37
agent-bom
AI supply chain security scanner: discovers MCP clients, scans dependencies for CVEs, maps blast radius to credentials and tools, and generates SBOMs.
★ 36
auth-fetch-mcp
Fetch content from login-protected pages such as Notion, Google Docs, Jira and Confluence via a real browser login with persistent session caching.
★ 36
contrastapi
Security intelligence: CVE/EPSS/KEV lookups, domain recon (DNS, WHOIS, SSL, subdomains), IOC threat intel, OSINT and code scanning for secrets and injection.
★ 36
local-faiss-mcp
Local FAISS vector database for RAG with document ingestion (PDF, TXT, MD, DOCX), semantic search, re-ranking and CLI tools for indexing and querying.
★ 36
mcp
Infobip cloud communications: send and receive SMS and RCS, use WhatsApp and Viber, automate communication workflows and manage customer data.
★ 36
mcp-server
Run image, video, audio and 3D models from the WaveSpeed catalog: model search, schema introspection, local file upload and price quotes before running.
★ 36
mcp-server-giphy
Search and retrieve GIFs through the Giphy API.
★ 36
multi-mcp
Parallel multi-model code review, security analysis and debate with ChatGPT, Claude and Gemini, including consensus and OWASP Top 10 checks.
★ 36
open-mcp-apps
MCP Apps engine for building and reusing interactive UI apps such as todo boards, habit trackers and dashboards, backed by persistent data.
★ 36
pagemap
Compress web page HTML into compact structured maps that preserve actionable elements, so agents can read and interact with pages using fewer tokens.
★ 36
roku-dev-studio
Roku development: ECP device control, automated channel sideloading, BrightScript debugging and real-time log monitoring.
★ 36
ros-mcp
Control robots with natural language via ROS 2 topics, services and actions.
★ 36
selvage
LLM-based code review with AST-based context extraction, supporting Claude, GPT, Gemini and other models via OpenRouter.
★ 36
wecombot
Send various types of messages to a WeCom group bot.
★ 36
zigbee2mqtt-mcp
Administer Zigbee2MQTT via its MQTT bridge API: network health reports, mesh topology, pairing, binding, reporting intervals and device options.
★ 36
alpaca-mcp
Manage stock and crypto portfolios, place trades and access market data via the Alpaca trading API.
★ 35
bilig
Headless WorkPaper server for spreadsheet formulas, workbook edits, JSON persistence and verified readback.
★ 35
bluesky-context-server
Query and interact with Bluesky instances.
★ 35
bridge
Reads TallyPrime for your AI assistant; posts only vouchers you approve.
★ 35
claudinho
Live scores, fixtures, standings and read-only prediction-market signals for the 2026 World Cup.
★ 35
grafema
Semantic code graph: indexes a codebase into a typed graph for call-chain tracing, data-flow analysis, semantic search and invariant checking.
★ 35
HarmonyOS-mcp-server
Device control and UI automation for HarmonyOS Next devices.
★ 35
maven-tools-mcp
Maven Central dependency intelligence: bulk version comparison, stability filtering, dependency age analysis, release patterns and Context7 upgrade guidance.
★ 35
mcp-adr-analysis-server
Architectural analysis for software projects: technology stack detection, ADR management, security checks, TDD workflow and deployment readiness validation.
★ 35
mcp-aoai-web-browsing
Minimal MCP server and client implementation using Azure OpenAI and Playwright.
★ 35
mcp-server-opendal
Access any storage backend through Apache OpenDAL.
★ 35
metmuseum-mcp
Search and display artworks via the Metropolitan Museum of Art Collection API.
★ 35
neotoma
Deterministic state layer for agents: versioned entities like contacts, tasks and decisions with immutable observations and provenance, in local SQLite.
★ 35
newsmcp
Real-time world news: events clustered from many sources, classified by topic and geography and ranked by importance.
★ 35
openapi-to-mcp
Access any API via its OpenAPI specification, with full JSON Schema support for parameters and request bodies.
★ 35
unsplash-mcp
Unsplash photo search, random photos and download tracking, with ready-to-use attribution text and HTML for each photo.
★ 35
Apple-MCPs
Local macOS servers for Mail, Calendar, Reminders, Messages, Contacts, Notes, Shortcuts, Files, Maps and system tools, unified or standalone.
★ 34
BeatBrowser
Connect compatible agents to an existing Chrome profile through an extension and local MCP bridge, with background task windows, pause and human takeover.
★ 34
enquire-mcp
Long-term agent memory backed by a local Obsidian vault: hybrid retrieval with reranking, agentic RAG, wikilink community detection, Obsidian Bases and PDF OCR.
★ 34
forge
Structured planning and validation for Claude Code: turns an objective into a validated DAG of modules built by worker agents in parallel git worktrees.
★ 34
mattermost-mcp-host
Access Mattermost teams, channels and messages, plus an MCP host running as a Mattermost bot that can use configured MCP servers.
★ 34
MCP-Geo
Geocoding via Nominatim, ArcGIS and Bing.
★ 34
mcp-image-compression
Local compression of various image formats.
★ 34
mcp-server-couchbase
Unified access to Couchbase Capella and self-managed clusters for document operations, SQL++ queries and natural-language data analysis.
★ 34
mcp-weather
Weather forecasts via the AccuWeather API.
★ 34
Porkbun-MCP
Official Porkbun server: domain availability and pricing, registration and renewals, DNS records, nameservers, DNSSEC, URL forwarding, DNS restore points,
★ 34
remem
Local-first memory for Claude Code and Codex: hooks capture sessions and an LLM distills them into SQLite, with auditable full-text and embedding recall.
★ 34
tokenmizer
Session memory via a local OpenAI-compatible proxy that extracts tasks, decisions and files into a knowledge graph and checkpoints before context overflow.
★ 34
wc26-mcp
FIFA World Cup 2026 data: matches, teams, venues, city guides, fan zones, visa requirements, injuries, odds and standings.
★ 34
adaptive-cards-mcp
Generate, validate, optimize and transform Adaptive Cards for Teams, Outlook, Copilot and ChatGPT, with accessibility scoring and host compatibility checks.
★ 33
apple-mail-mcp
Apple Mail with indexed full-text search, verified multi-identity sending, scheduled sends, plan-then-apply triage and a local audit ledger.
★ 33
chelaile-mcp
Real-time bus and metro data in China via Chelaile: arrival times, vehicle positions, timetables, nearby stops and transit routing.
★ 33
cloudwright
Cloud architecture design for AWS, GCP, Azure and Databricks: cost estimates, compliance checks, Terraform/CloudFormation export and blast-radius analysis.
★ 33
dynatrace-managed-mcp
Query problems, logs, events, SLOs, security insights and performance metrics from self-hosted Dynatrace Managed environments.
★ 33
gget-mcp
Bioinformatics toolkit for genomics queries and analysis, wrapping the gget library.
★ 33
github-repo-mcp
Browse GitHub repositories, explore directories and view file contents.
★ 33
lightcms
CMS managed via natural language: publish content and manage templates, assets, themes, redirects and multi-site forks, with versioning and semantic search.
★ 33
mcp-simple-timeserver
Check local time on the client machine or current UTC time from an NTP server.
★ 33
obsidian-mcp-pro
Obsidian vault access: full-text search, note CRUD, frontmatter queries, tags, backlinks, graph traversal, orphan and broken link detection, and canvas support.
★ 33
thinqconnect-mcp
Interact with LG ThinQ smart home devices and appliances through ThinQ Connect.
★ 33
vault-cortex
Standalone Obsidian vault server: hybrid search, notes and files, memory and tasks; run locally or self-host for remote access.
★ 33
5e-quint
D&D 5e SRD 5.2.1 game engine: create characters and run turn-based battles through MCP, backed by Quint formal models, rule-level proofs, and model-based
★ 32
code-context
Local code search for coding agents: hybrid keyword and semantic search with SQL relevance ranking over a plain-file index.
★ 32
cortex-plugin
Claude Code memory plugin that mines past sessions for decisions, conventions and bug fixes, stores them in an Obsidian vault and briefs new sessions.
★ 32
docguard
Deterministic documentation-drift detection: validates a project's docs against its code, with stable finding codes and suggested fixes.
★ 32
DotNetMetadataMcpServer
Type information from .NET projects: assembly exploration, namespace discovery, type reflection and NuGet integration.
★ 32
kafka-schema-reg-mcp
Kafka Schema Registry management across multiple registries, including schema migration.
★ 32
mcp-log-proxy
MCP proxy with a web UI showing the full message flow.
★ 32
mcp-server-sql-analyzer
SQL analysis, linting and dialect conversion using SQLGlot.
★ 32
pdf-tools-mcp
PDF download, viewing and manipulation utilities.
★ 32
pyxel-mcp
Pyxel retro game engine integration: run games, capture screenshots, inspect sprites and analyze audio.
★ 32
slack-mcp-server
Slack DMs, channels, threads and search without an OAuth app or admin approval.
★ 32
talkthrough-mcp
Turn screen recordings or other local video and audio into local Whisper transcripts, keyframes, OCR and full-text search, with wall-clock timestamps for logs.
★ 32
youtube_mcp
Transcribe YouTube videos to text using yt-dlp for audio and OpenAI Whisper for transcription, with chunked output for long videos.
★ 32
agentic-swmm-workflow
EPA SWMM stormwater modelling workflow: model building, simulation runs, calibration, QGIS integration, climate scenarios and uncertainty analysis.
★ 31
coinpaprika-mcp
CoinPaprika API access: real-time prices, tickers, OHLCV, market cap and coin metadata for cryptocurrencies and exchanges.
★ 31
CyberChef-MCP
GCHQ CyberChef's encryption, encoding, compression and forensics operations, plus analysis tools such as hash identification, cipher solving and RSA attacks.
★ 31
data-olympus
Git-native Markdown knowledge base for coding agents with proposed vs.
★ 31
debridge-mcp
Cross-chain swaps and bridging across EVM chains and Solana via deBridge: find routes, evaluate fees and initiate non-custodial trades.
★ 31
MCP-Context-Provider
Static server providing persistent tool-specific context and rules to AI models.
★ 31
mcp-database-server
Fireproof ledger database with multi-user sync.
★ 31
mcp-datetime
Date and time functions in various formats.
★ 31
mcp-klever-vm
Klever blockchain smart contract development, on-chain data exploration, account and asset queries, transaction analysis and contract deployment.
★ 31
mcp-recon
Conversational recon with httpx and asnmap: domain analysis, security header inspection, certificate analysis and ASN lookups at multiple recon levels.
★ 31
meta-mcp
Instagram Graph API, Threads API and Meta platform tools for publishing, comments, insights, hashtags, DMs and token management.
★ 31
nakkas
SVG art engine controlled through JSON config: CSS keyframe and SMIL animations, parametric curves, filters, gradients and PNG preview.
★ 31
notion-mcp
Manage personal todo lists via Notion's API.
★ 31
opcua-mcp
Connect to OPC UA-enabled industrial systems.
★ 31
OpenAaaS
Adapter to the OpenAaaS scientific agent network: submit tasks such as literature analysis or materials database queries to remote research agents.
★ 31
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Setup instructions and compatibility are compiled from publisher docs and community reports, not hands-on testing, unless a step is marked Tested. Check the source before relying on a setup.