imprvhub/mcp-browser-agent D MCP Server Stale
imprvhub/mcp-browser-agent
A Model Context Protocol (MCP) integration that provides Claude Desktop with autonomous browser automation capabilities.
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czottmann/kagi-ken-mcp D MCP Server Stale
czottmann/kagi-ken-mcp
Work with Kagi *without* API access (you'll need to be a customer, tho). Searches and summarizes. Uses Kagi session token for easy authentication.
OHNLP/omop_mcp D MCP Server Stale
OHNLP/omop_mcp
Map clinical terminology to OMOP concepts using LLMs for healthcare data standardization and interoperability.
EtienneChollet/ontomics D MCP Server Stale
EtienneChollet/ontomics
Semantic code index that extracts domain concepts, naming conventions, and behavioral similarity from codebases. One tool call instead of 19, ~20x fewer tokens for codebase understanding queries.
themesberg/flowbite-mcp D MCP Server Stale
themesberg/flowbite-mcp
MCP server that provides AI assistance for an open-source UI framework based on Tailwind CSS
vezlo/src-to-kb D MCP Server Stale
vezlo/src-to-kb
Convert source code repositories into searchable knowledge bases with AI-powered search using GPT-5, intelligent chunking, and OpenAI embeddings for semantic code understanding.
arrismo/kaggle-mcp D MCP Server Maintained
arrismo/kaggle-mcp
Connects to Kaggle, ability to download and analyze datasets.
trayders/trayd-mcp D MCP Server Maintained
trayders/trayd-mcp
Trade Robinhood through natural language. Portfolio analysis, real-time quotes, and order execution via Claude Code.
yikakia/godoc-mcp-server D MCP Server Stale
yikakia/godoc-mcp-server
Query Go package information on pkg.go.dev
mcpware/pagecast D MCP Server Stale
mcpware/pagecast
Record any browser page as GIF or video. AI-driven demo recording with scroll/click/hover interactions via Playwright + ffmpeg. `npx @mcpware/pagecast`
Yutarop/ros-mcp D MCP Server Stale
Yutarop/ros-mcp
MCP server that supports ROS2 topics, services, and actions communication, and controls robots using natural language.
JamesANZ/prediction-market-mcp D MCP Server Stale
JamesANZ/prediction-market-mcp
An MCP server that provides real-time prediction market data from multiple platforms including Polymarket, PredictIt, and Kalshi. Enables AI assistants to query current odds, prices, and market information through a unified interface.
ethbak/icon-composer-mcp D MCP Server Stale
ethbak/icon-composer-mcp
MCP server for Apple's Icon Composer: programmatically create .icon bundles with Liquid Glass effects (iOS 26+). 12 tools for icon creation, glass effect tuning, dark mode appearances, and App Store export.
JamesANZ/us-legal-mcp D MCP Server Stale
JamesANZ/us-legal-mcp
An MCP server that provides comprehensive US legislation.
aktsmm/skill-ninja-mcp-server D MCP Server Maintained
aktsmm/skill-ninja-mcp-server
Agent Skill Ninja for MCP: Search, install, and manage AI agent skills (SKILL.md files) from GitHub repositories. Features workspace analysis for personalized recommendations and supports 140+ pre-indexed skills.
RomThpt/xrpl-mcp-server D MCP Server Maintained
RomThpt/mcp-xrpl
MCP server for the XRP Ledger that provides access to account information, transaction history, and network data. Allows querying ledger objects, submitting transactions, and monitoring the XRPL network.
Dan8Oren/mcp-apple-notes D MCP Server Maintained
Dan8Oren/mcp-apple-notes
Semantic search and RAG over Apple Notes with on-device embeddings, full CRUD, folder management, and fuzzy title matching. 10 tools. Runs fully locally — no API keys required.
LumabyteCo/clarifyprompt-mcp D MCP Server Maintained
LumabyteCo/clarifyprompt-mcp
MCP server for AI prompt optimization — transforms vague prompts into platform-optimized prompts for 58+ AI platforms across 7 categories (image, video, voice, music, code, chat, document).
narumiruna/gitingest-mcp D MCP Server Maintained
narumiruna/gitingest-mcp
A MCP server that uses [gitingest](https://github.com/cyclotruc/gitingest) to convert any Git repository into a simple text digest of its codebase.
supertrained/rhumb D MCP Server Maintained
supertrained/rhumb
Agent-native tool intelligence across 1,000+ scored services. 21 MCP tools: discover services, check AN Scores, compare alternatives, resolve capabilities to ranked providers, execute through 3 credential modes (managed, BYOK, agent vault), track costs with receipts, and inspect failure modes. Zero-signup option via x402 micropayments.
PantelisGeorgiadis/dicomweb-mcp-server D MCP Server Maintained
PantelisGeorgiadis/dicomweb-mcp-server
A DICOMweb MCP server that exposes a DICOMweb-compliant DICOM archive to AI assistants, enabling search of studies, series and instances, metadata inspection, structured report reading, encapsulated PDF text extraction, and frame rendering.
bch1212/agentfetch-mcp D MCP Server Maintained
bch1212/agentfetch-mcp
Token-budgeted web fetch for AI agents. Auto-routes between Trafilatura, Jina Reader, FireCrawl, and pypdf based on URL pattern. `estimate_tokens` before `fetch_url`, 6h Redis cache, server-side `max_tokens` truncation. Open source MCP server (MIT) plus hosted REST API at [agentfetch.dev](https://www.agentfetch.dev) — 500 free fetches/mo, no card.
x7even/cloudcostsmcp D MCP Server Maintained
x7even/cloudcostsmcp
Anchor AI FinOps to real, live cloud pricing. 15 tools for AWS, GCP & Azure — public list prices and enterprise negotiated rates (Reserved Instances, Savings Plans, CUDs, EDPs). No credentials needed for AWS and Azure public pricing. `pip install opencloudcosts`
agent-blueprint/mcp-server D MCP Server Maintained
agent-blueprint/mcp-server
8 MCP tools for exploring and downloading AI agent blueprints. List blueprints, get summaries, download full Agent Skills directories for implementation by coding agents. Vendor-agnostic output works with any enterprise platform. Install: `npx agentblueprint`.
farukkolip/xtapdown-mcp D MCP Server Maintained
farukkolip/xtapdown-mcp
X (Twitter) creator toolkit MCP with 14 tools: tweet download (video/GIF/image/full archive), curated hashtags by niche, best posting times by country, viral hook formulas, engagement & ads-revenue calculators, thread splitter, character counter, advanced-search URL builder, fancy Unicode bio generator, viral patterns lookup, and the full 2026 search-operator cheatsheet. Uses X's public syndicatio
mouse114514/Xadeus-QQ-MCP D MCP Server Maintained
mouse114514/Xadeus-QQ-MCP
QQ MCP Server — connects to QQ via NapCatQQ (OneBot v11), giving AI agents direct control over QQ (send/receive messages, group management, auto-wake on incoming messages, and more).
Janadasroor/pg-mnemosyne-mcp D MCP Server Maintained
Janadasroor/pg-mnemosyne-mcp
A PostgreSQL Model Context Protocol (MCP) server acting as a robust persistent super memory, task tracker, and multi-agent coordination hub for AI assistants.
tatavarthitarun/nowsecure-mcp-server D MCP Server Maintained
tatavarthitarun/nowsecure-mcp-server
MCP server for NowSecure Platform mobile security testing. List applications, pull remediation findings via GraphQL, and generate PDF reports locally (bypasses broken UI export). Published as `nowsecure-mcp-server`. `npx -y nowsecure-mcp-server`
kestiny18/spring-nacos-mcp D MCP Server Maintained
kestiny18/spring-nacos-mcp
Project-aware, read-only Nacos config & service-discovery server for Spring Cloud repos. Zero setup: auto-discovers every environment (dev/test/prod/...) from the repo's application/bootstrap files, with cross-environment key-level config diff. Single file, zero dependencies.
aidemd-mcp/server D MCP Server Maintained
aidemd-mcp/server
Structured `.aide` spec files that give AI agents progressive disclosure into your codebase architecture via MCP.
io.github.hoainho/podium-mcp D MCP Server Maintained
hoainho/podium-mcp
Mobile E2E MCP (40 tools): iOS-simulator control, native UI automation, Maestro flows, React Native debugging (logs/network/state), and WebView DOM inspection. Requires macOS + Xcode.
Michael-WhiteCapData/ollama-handoff D MCP Server Maintained
Michael-WhiteCapData/ollama-handoff
Offload cheap work from your cloud LLM agent to a local Ollama model — summaries, drafts, extractions, and first-pass code reviews via purpose-built handoff tools with baked-in prompts, at zero cloud cost. [](https://glama.ai/mcp/servers/Michael-WhiteCapData/ollama-ha
kannajune/mcp-architect D MCP Server Maintained
kannajune/mcp-architect
Gives any AI assistant real architectural understanding of a codebase: tech-stack overview, internal dependency graph with cycle detection, risk hotspots, and module summaries. Local, zero-config, no API keys. `uvx mcp-architect`.
azeth-protocol/mcp-server D MCP Server Maintained
azeth-protocol/mcp-server
Trust infrastructure for the machine economy — non-custodial ERC-4337 smart accounts, x402 payments, on-chain reputation via ERC-8004, and service discovery for AI agents.
decksaga/market-pulse-mcp D MCP Server Maintained
decksaga/market-pulse-mcp
Live market data for AI agents — crypto prices, stocks (any ticker), S&P 500/NASDAQ/Dow indices, forex (150+ pairs), trending coins, and Fear & Greed Index. 8 tools, zero API keys, zero cost. Uses CoinGecko, Yahoo Finance, and ExchangeRate API.
qbt-labs/openmm-mcp D MCP Server Maintained
qbt-labs/openmm-mcp
AI-native crypto market making toolkit with 13 tools for DeFi analytics, CEX/DEX trading, and liquidity management
contradictory-body/cc-sensei D MCP Server Maintained
contradictory-body/cc-sensei
Distills Claude Code's 310K LoC source into 32 queryable architecture modules via MCP. 6 tools: list modules, query architecture, trace cross-cutting concerns, search patterns, and read source code. Sub-120ms p95, fully local, zero network deps.
liftkkkk/owl-mcp D MCP Server Maintained
liftkkkk/owl-mcp
MCP server for OWL/TTL/RDF ontologies. Supports SPARQL queries, HermiT/Pellet reasoning, and CRUD operations on knowledge graphs. Works with Claude Desktop, Cursor, and Windsurf.
AutomateLab-tech/ai-seo-mcp D MCP Server Maintained
AutomateLab-tech/ai-seo-mcp
AI-SEO / AEO / GEO audit MCP for any public URL. Scores schema.org coverage, robots.txt and llms.txt health, canonical and OpenGraph setup, and AI-citation likelihood; suggests rewrites tuned for Answer Engine and Generative Engine surfaces. No vendor keys, no crawls of private data. Install: `npx -y @automatelab/ai-seo-mcp`.
ThinkneoAI/mcp-server D MCP Server Maintained
ThinkneoAI/mcp-server
ThinkNEO Control Plane — Enterprise AI governance MCP server with runtime guardrails, observability, AI FinOps, and agent lifecycle control.
comparedge/mcp-server-comparedge D MCP Server Maintained
comparedge/mcp-server-comparedge
Verified SaaS, AI, and LLM pricing for 490+ tools: plans, hidden costs, alternatives, and comparisons. Free, no API key.
ashlrai/webfetch D MCP Server Maintained
ashlrai/webfetch
License-first federated image search across 25 providers. Returns open/platform/editorial license tags, attribution strings, dimensions, and download-ready URLs via `npx -y getwebfetch-mcp`.
kent-tokyo/shohei D MCP Server Maintained
kent-tokyo/shohei
Rust infrastructure diagnostics MCP server for AI agents: DNS checks, TLS certificate chain inspection, email security, global DNS propagation, and DNS latency benchmarking.
rudraneel93/mcp-guardian D MCP Server Maintained
rudraneel93/mcp-guardian
Security and governance proxy for MCP infrastructure. Enforces YAML-configurable policies (blocklists, rate limits, token budgets), tracks real token costs via tiktoken, monitors server health with live JSON-RPC probes. Features include OAuth 2.1/OIDC with RBAC, web dashboard with Prometheus metrics, payload normalization against encoding bypasses, semantic shell AST analysis, mTLS zero-trust netw
inkog-io/inkog-mcp D MCP Server Maintained
inkog-io/inkog-mcp
AI agent security scanner. Audits MCP servers for vulnerabilities, detects prompt injection, infinite loops, token bombing, and missing human oversight across 20+ frameworks. Maps findings to EU AI Act, OWASP LLM Top 10.
tracegazer/invgate-service-desk-mcp D MCP Server Maintained
tracegazer/invgate-service-desk-mcp
MCP server for InvGate Service Desk: 96 tools across 11 domains (incidents, users, knowledge base, assets, custom fields, workflows, time tracking), read-only by default with opt-in writes.
waxberry-dev/live-translate-mcp D MCP Server Maintained
waxberry-dev/live-translate-mcp
Real-time English ↔ Mandarin Chinese speech translation. Transcribes audio locally with Whisper, translates via Claude API, and synthesises speech locally with Piper TTS. Pass a WAV file path and Claude handles the rest.
QGIS MCP D MCP Server Stale
jjsantos01/qgis_mcp
connects QGIS Desktop to Claude AI through the MCP. This integration enables prompt-assisted project creation, layer loading, code execution, and more.