diff --git a/README.md b/README.md
index 2cd0356a1..6a17ee7b6 100644
--- a/README.md
+++ b/README.md
@@ -255,6 +255,10 @@ MCP servers for creating, coordinating, and executing agreements: commitments, e
- [CNSLabs/agreements-api-sdk](https://github.com/CNSLabs/agreements-api-sdk) [](https://glama.ai/mcp/servers/CNSLabs/agreements-api-sdk) ๐ โ๏ธ ๐ - Remote Streamable HTTP and local stdio MCP server for defining, validating, deploying, and operating machine-readable agreements with EIP-712 permit preparation, signed participant inputs, state reads, and input history.
- [humanforai/humanforai-mcp](https://github.com/humanforai/humanforai-mcp) [](https://glama.ai/mcp/servers/humanforai/humanforai-mcp) ๐๏ธ ๐ โ๏ธ - Hire a real human operator for tasks that need physical presence, perception, or judgment: real-world verification, product testing, AI output review, data collection, and local errands. Remote streamable HTTP at https://humanforai.dev/mcp or local stdio via `npx -y humanforai`.
+### โฟ Accessibility
+
+- [kinti/a11y-toolkit](https://github.com/kinti/a11y-toolkit) [](https://glama.ai/mcp/servers/kinti/a11y-toolkit) ๐ ๐ - MCP server + CLI for WCAG 2.2 accessibility: color contrast (pairs plus pixel-level text-over-image sampling), EU accessibility declaration generation (RD 1112/2018, Ley 11/2023 / European Accessibility Act, EN 301 549), and an aria-live announcement monitor. Multilanguage es/en, zero dependencies.
+
### ๐จ Art & Culture
Access and explore art collections, cultural heritage, and museum databases. Enables AI models to search and analyze artistic and cultural content.
@@ -302,6 +306,7 @@ Access and explore art collections, cultural heritage, and museum databases. Ena
- [mikan-atomoki/text-to-model](https://github.com/mikan-atomoki/text-to-model) [](https://glama.ai/mcp/servers/mikan-atomoki/text-to-model) ๐ ๐ ๐ช ๐ - Turn natural language into 3D models in Fusion 360. 64 CAD tools including sketches, extrudes, fillets, and JIS standard parts.
- [molanojustin/smithsonian-mcp](https://github.com/molanojustin/smithsonian-mcp) ๐ โ๏ธ - MCP server that provides AI assistants with access to the Smithsonian Institution's Open Access collections.
- [joshseane/-nmlp-mcp](https://github.com/joshseane/-nmlp-mcp) [](https://glama.ai/mcp/servers/joshseane/-nmlp-mcp) ๐ โ๏ธ - First-edition identification โ points of issue, number-line decoding, and publisher rules over a CC-BY, DOI-cited dataset of 6,717 titles โ plus New Mexico book-donation logistics. Hosted remote server, no auth. Endpoint: https://newmexicoliteracyproject.org/api/mcp ยท Registry: `org.newmexicoliteracyproject/nmlp-mcp`
+- [ni-c/calibreweb-mcp](https://github.com/ni-c/calibreweb-mcp) [](https://glama.ai/mcp/servers/ni-c/calibreweb-mcp) ๐ ๐ - Read-only access to a self-hosted Calibre-Web (or Calibre-Web Automated) ebook library via its OPDS feed: search, curated views and shelves, cover images and per-format download links. `npx -y calibreweb-mcp`
- [OctoEverywhere/mcp](https://github.com/OctoEverywhere/mcp) #๏ธโฃ โ๏ธ - A 3D printer MCP server that allows for getting live printer state, webcam snapshots, and printer control.
- [omni-mcp/isaac-sim-mcp](https://github.com/omni-mcp/isaac-sim-mcp) ๐ โ๏ธ - A MCP Server and an extension enables natural language control of NVIDIA Isaac Sim, Lab, OpenUSD and etc.
- [Pantani/ableton-mind](https://github.com/Pantani/ableton-mind) [](https://glama.ai/mcp/servers/Pantani/ableton-mind) ๐ ๐ ๐ ๐ช - Control Ableton Live from Claude, Cursor or Codex through a local Remote Script bridge: inspect sets, create tracks, scenes and clips, load devices, apply music recipes, and verify changes against Live state.
@@ -343,6 +348,7 @@ Design and visualize software architecture, system diagrams, and technical docum
- [karyaboyraz/mockit-mcp](https://github.com/karyaboyraz/mockit-mcp) [](https://glama.ai/mcp/servers/karyaboyraz/mockit-mcp) ๐ ๐ ๐ ๐ช ๐ง - Generate premium iOS mobile UI mockups (PNG + HTML) from a single text prompt. Pairs Claude (Opus 4.7 by default) with a Playwright headless renderer. Two backends โ `claude` CLI (uses your Claude Code subscription) or Anthropic API. Stdio + HTTP transports, MIT.
- [Kentucky-ai/opentakeoff](https://github.com/Kentucky-ai/opentakeoff) [](https://glama.ai/mcp/servers/Kentucky-ai/opentakeoff) ๐ ๐ ๐ ๐ช ๐ง - Construction plan takeoff on stdio โ load a plan PDF, read the title block, adopt the drawing scale (never applied silently), one-click trace rooms, and export real-world quantities (square footage, linear feet, counts) with provenance receipts. Install via NPM: `npx -y opentakeoff-mcp`
- [Narasimhaponnada/mermaid-mcp](https://github.com/Narasimhaponnada/mermaid-mcp) ๐ โ๏ธ ๐ ๐ช ๐ง - AI-powered Mermaid diagram generation with 22+ diagram types including flowcharts, sequence diagrams, class diagrams, ER diagrams, architecture diagrams, state machines, and more. Features 50+ pre-built templates, advanced layout engines, SVG/PNG/PDF exports, and seamless integration with GitHub Copilot, Claude, and any MCP-compatible client. Install via NPM: `npm install -g @narasimhaponnada/mermaid-mcp-server`
+- [ng-galien/maket](https://github.com/ng-galien/maket) [](https://glama.ai/mcp/servers/ng-galien/maket) ๐ ๐ ๐ ๐ช ๐ง - Local-first visual design workspace for AI assistants. Compose wireframes and branded multi-page HTML/CSS documents with live preview, annotations, brand and asset libraries, typed data collections, layout validation, PDF export, and draft-only Gmail handoff. Install: `npx -y @ng-galien/maket`.
- [posecode-dev/posecode](https://github.com/posecode-dev/posecode) [](https://glama.ai/mcp/servers/posecode-dev/posecode) ๐ ๐ ๐ ๐ช ๐ง - "Mermaid for human movement" โ a text language any LLM can write, rendered as a safe, anatomically-clamped 3D human figure in the browser.
- [rdanieli/tentra-mcp](https://github.com/rdanieli/tentra-mcp) [](https://glama.ai/mcp/servers/rdanieli/tentra-mcp) ๐ โ๏ธ ๐ ๐ ๐ช ๐ง - AI-native architecture platform for engineering teams. Describe a system in natural language (e.g. "payment service with Stripe, Kafka, PostgreSQL") โ get an interactive typed diagram with 167 cloud components โ export to 14 production frameworks (Java Spring Boot, Python FastAPI, Go chi, Rust Axum, .NET, Kotlin Ktor, Ruby Rails, Elixir Phoenix, Docker Compose, Terraform, Mermaid, ADR, and more). Drift detection (`sync_architecture`) scores saved diagrams against live code 0โ100 with a structured diff. 9 quality-lint rules catch orphans, SPOFs, god services. Also includes a secondary persistent code-graph layer for AI coding agents (free offline via `npx tentra-mcp --local init`). Agent-as-LLM pattern โ zero LLM cost on our side, zero API key on yours. 35 MCP tools. Works in Cursor, Claude Code, Codex, Windsurf.
- [RNVizion/rnv-color-mcp](https://github.com/RNVizion/rnv-color-mcp) [](https://glama.ai/mcp/servers/RNVizion/rnv-color-mcp) ๐ โ๏ธ - A complete color workflow over MCP: mix (incl. Kubelka-Munk paint physics), convert formats, generate harmonies, and remember named palettes. Resolves hex, CSS, and custom brand color names, and refuses unknown colors rather than guessing. Hosted, no install: `https://rnvizion-rnv-color-mcp.hf.space/mcp`.
@@ -408,6 +414,7 @@ Web content access and automation capabilities. Enables searching, scraping, and
- [bighippoman/intercept-mcp](https://github.com/bighippoman/intercept-mcp) [](https://glama.ai/mcp/servers/bighippoman/intercept-mcp) ๐ ๐ - Multi-tier fallback chain for fetching web content as clean markdown. Handles tweets, YouTube, arXiv, PDFs, and regular pages with 9 fallback strategies.
- [blackwhite084/playwright-plus-python-mcp](https://github.com/blackwhite084/playwright-plus-python-mcp) ๐ - An MCP python server using Playwright for browser automation,more suitable for llm
- [browserbase/mcp-server-browserbase](https://github.com/browserbase/mcp-server-browserbase) ๐๏ธ ๐ - Automate browser interactions in the cloud (e.g. web navigation, data extraction, form filling, and more)
+- [browserless/browserless-mcp](https://github.com/browserless/browserless-mcp) [](https://glama.ai/mcp/servers/browserless/browserless-mcp) ๐๏ธ โ๏ธ - Headless browser automation and web scraping infrastructure. Exposes the Browserless smart scraper API to LLM clients over MCP.
- [browsermcp/mcp](https://github.com/browsermcp/mcp) ๐ ๐ - Automate your local Chrome browser
- [brutalzinn/simple-mcp-selenium](https://github.com/brutalzinn/simple-mcp-selenium) ๐ ๐ - An MCP Selenium Server for controlling browsers using natural language in Cursor IDE. Perfect for testing, automation, and multi-user scenarios.
- [co-browser/browser-use-mcp-server](https://github.com/co-browser/browser-use-mcp-server) ๐ - browser-use packaged as an MCP server with SSE transport. includes a dockerfile to run chromium in docker + a vnc server.
@@ -466,6 +473,7 @@ Web content access and automation capabilities. Enables searching, scraping, and
- [serkan-ozal/browser-devtools-mcp](https://github.com/serkan-ozal/browser-devtools-mcp) ๐ - An MCP Server enables AI assistants to autonomously test, debug, and validate web applications.
- [site-shot/site-shot-mcp](https://github.com/site-shot/site-shot-mcp) [](https://glama.ai/mcp/servers/site-shot/site-shot-mcp) ๐ โ๏ธ - Website screenshot API for AI agents. Real Chromium rendering, full-page capture up to 20,000px, country/geo proxies, and automatic ad & cookie-banner removal (cleaner images, fewer vision tokens). Two tools: `capture_screenshot`, `capture_full_page`. Install: `npx -y site-shot-mcp`.
- [softvoyagers/pageshot-api](https://github.com/softvoyagers/pageshot-api) ๐ โ๏ธ - Free webpage screenshot capture API with format, viewport, and dark mode options. No API key required.
+- [SolveGate/solvegate-mcp](https://github.com/SolveGate/solvegate-mcp) [](https://glama.ai/mcp/servers/SolveGate/solvegate-mcp) ๐๏ธ ๐ โ๏ธ - Deal with Cloudflare Turnstile from an agent. `inspect_page` reports whether a page actually uses Turnstile and what its sitekey is โ free, no API key โ so the agent can look before it acts, and it says plainly when a page carries reCAPTCHA or hCaptcha instead, or is a full-page Cloudflare interstitial rather than an embedded widget. `solve_turnstile` and `get_solve` clear the challenge and return a token when one is genuinely needed. `npx -y solvegate-mcp`
- [swimmwatch/cloakbrowser-mcp](https://github.com/swimmwatch/cloakbrowser-mcp) [](https://glama.ai/mcp/servers/swimmwatch/cloakbrowser-mcp) ๐ ๐ ๐ ๐ช ๐ง - Playwright MCP-compatible browser automation using CloakBrowser Chromium, available as an npm package and Docker image.
- [User0856/snaprender-mcp](https://github.com/User0856/snaprender-integrations/tree/main/mcp-server) [](https://glama.ai/mcp/servers/@User0856/snaprender-mcp) ๐ โ๏ธ - Screenshot API for AI agents โ capture any website as PNG, JPEG, WebP, or PDF with device emulation, dark mode, ad blocking, and cookie banner removal. Free tier included.
- [copperline-labs/rendex-mcp](https://github.com/copperline-labs/rendex-mcp) [](https://glama.ai/mcp/servers/copperline-labs/rendex-mcp) ๐ โ๏ธ - Screenshot, PDF, and HTML rendering API for AI agents. Capture any URL or raw HTML as PNG/JPEG/WebP/PDF with batch processing, geo-targeting, async webhooks, and MCP-native integration. Free tier included.
@@ -603,6 +611,7 @@ Code execution servers. Allow LLMs to execute code in a secure environment, e.g.
- [ouvreboite/openapi-to-mcp](https://github.com/ouvreboite/openapi-to-mcp) #๏ธโฃ โ๏ธ - Lightweight MCP server to access any API using their OpenAPI specification. Supports OAuth2 and full JSON schema parameters and request body.
- [pydantic/pydantic-ai/mcp-run-python](https://github.com/pydantic/pydantic-ai/tree/main/mcp-run-python) ๐ ๐ - Run Python code in a secure sandbox via MCP tool calls
- [r33drichards/mcp-js](https://github.com/r33drichards/mcp-js) ๐ฆ ๐ ๐ง ๐ - A Javascript code execution sandbox that uses v8 to isolate code to run AI generated javascript locally without fear. Supports heap snapshotting for persistent sessions.
+- [Reachpad/reachpad-mcp](https://github.com/Reachpad/reachpad-mcp) [](https://glama.ai/mcp/servers/qjk8wultuz) ๐๏ธ ๐ โ๏ธ ๐ ๐ช ๐ง - Give any coding agent a persistent cloud development environment it can create, run commands in, checkpoint and fork. The filesystem, installed dependencies, running services and terminal state survive between calls, so a paused environment resumes instead of booting fresh. Available as a hosted remote server at `https://reachpad.dev/mcp` (OAuth, nothing to install) or over stdio with `npx @reachpad/mcp`.
- [rikarazome/prolog-reasoner](https://github.com/rikarazome/prolog-reasoner) [](https://glama.ai/mcp/servers/rikarazome/prolog-reasoner) ๐ ๐ ๐ ๐ช ๐ง - SWI-Prolog execution for LLMs with CLP(FD), negation-as-failure, and recursion. Benchmarked 90% vs 73% LLM-only accuracy on 30 logic problems.
- [SebastianGilPinzon/colab-mcp](https://github.com/SebastianGilPinzon/colab-mcp) [](https://glama.ai/mcp/servers/SebastianGilPinzon/colab-mcp) ๐ ๐ ๐ ๐ช ๐ง - Control Google Colab notebooks and assign GPUs (T4/L4/A100) from any AI agent. Enhanced fork of Google's colab-mcp with all tools visible at startup, OAuth GPU control, and Windows support.
- [Sowiedu/Edict](https://github.com/Sowiedu/Edict) [](https://glama.ai/mcp/servers/sowiedu/edict) ๐ ๐ โ Agent-first programming language: agents produce JSON AST, the compiler validates, type-checks, effect-checks, verifies contracts via Z3/SMT, and compiles to WASM. 19 MCP tools for the full compile-and-execute loop.
@@ -630,6 +639,7 @@ Full coding agents that enable LLMs to read, edit, and execute code and solve ge
- [blakerouse/ssh-mcp](https://github.com/blakerouse/ssh-mcp) ๐๏ธ ๐ ๐ ๐ช ๐ง - MCP server exposing SSH control for Linux and Windows servers. Allows long running commands and the ability to perform commands on multiple hosts at the same time.
- [sipyourdrink-ltd/bernstein](https://github.com/sipyourdrink-ltd/bernstein) [](https://glama.ai/mcp/servers/chernistry/bernstein) ๐ ๐ โ๏ธ ๐ ๐ช ๐ง - Deterministic multi-agent orchestrator for 37 CLI coding agents (Claude Code, Codex, Cursor, Aider, Gemini CLI, GitHub Copilot CLI, OpenHands, OpenCode, Goose, Qwen, Ollama, and more). MCP server mode (stdio + HTTP/SSE) exposes the orchestrator to any MCP client. Git worktree isolation per agent, HMAC-chained audit trail, cost-aware model routing via contextual bandit. Apache 2.0.
- [danieldoderlein/llm-bus](https://github.com/danieldoderlein/llm-bus) [](https://glama.ai/mcp/servers/danieldoderlein/llm-bus) ๐ โ๏ธ ๐ - Multi-agent coordination bus over MCP: atomic gap-free claims, advisory file leases, a shared event ledger, presence, prose handoffs, and a task graph, so multiple coding agents (Claude Code, Cursor, Codex) stop colliding and re-deriving each other's work. Remote Streamable HTTP; self-hostable (AGPL-3.0) or hosted at llm-bus.com.
+- [polymatx/dibs](https://github.com/polymatx/dibs) [](https://glama.ai/mcp/servers/polymatx/dibs) ๐๏ธ ๐ ๐ ๐ช ๐ง - Coordination layer for parallel coding agents: TTL file claims stored in the git common dir (visible across every worktree instantly), enforcement hooks that block colliding edits in Claude Code and at commit time, agent presence, handoff notes, and git-committed lessons searchable with BM25. Single static binary โ no server, no database.
- [doggybee/mcp-server-leetcode](https://github.com/doggybee/mcp-server-leetcode) ๐ โ๏ธ - An MCP server that enables AI models to search, retrieve, and solve LeetCode problems. Supports metadata filtering, user profiles, submissions, and contest data access.
- [eirikb/any-cli-mcp-server](https://github.com/eirikb/any-cli-mcp-server) ๐ ๐ - Universal MCP server that transforms any CLI tool into an MCP server. Works with any CLI that has `--help` output, supports caching for performance.
- [ejentum/ejentum-mcp](https://github.com/ejentum/ejentum-mcp) [](https://glama.ai/mcp/servers/ejentum/ejentum-mcp) ๐ ๐ - MCP server with reasoning, code, anti-deception, and memory tools for AI agents.
@@ -765,6 +775,7 @@ Integration with communication platforms for message management and channel oper
- [sendchamp/ai](https://github.com/sendchamp/ai) [](https://glama.ai/mcp/servers/sendchamp/ai) ๐๏ธ โ๏ธ - Official Sendchamp docs MCP server for AI coding agents. Read-only search and retrieval over SMS, OTP verification, and Africa-specific routing documentation. Endpoint: `https://mcp.sendchamp.com/docs`. Pair with Agent Skills via `npx skills add sendchamp/ai`.
- [iprashantraj/mcp-discord-bridge](https://github.com/iprashantraj/mcp-discord-bridge) [](https://glama.ai/mcp/servers/iprashantraj/mcp-discord-bridge) ๐ ๐ ๐ ๐ช ๐ง - Discord MCP server with 46 tools for channels, messages, forums, webhooks, members, roles, threads, and moderation. Zero-install via `npx -y mcp-discord-bridge`. Also runs as a standalone bot with slash commands.
- [jcoulaud/shipmail-mcp](https://github.com/jcoulaud/shipmail-mcp) [](https://glama.ai/mcp/servers/jcoulaud/shipmail-mcp) ๐ โ๏ธ - Business email MCP server for AI agents. Manage custom-domain mailboxes, read and send messages, draft replies, inspect threads, and automate Shipmail REST API/webhook workflows.
+- [parasxos/apple-mail-mcp](https://github.com/parasxos/apple-mail-mcp) [](https://glama.ai/mcp/servers/parasxos/apple-mail-mcp) ๐ ๐ ๐ - Full-featured MCP server for Apple Mail. Indexed search over 300k+ message mailboxes in milliseconds, full-text body search with Exchange backfill, verified multi-identity sending (SMTP/Keychain, SSH bastion, pipe), server-side scheduled sends with cancel, reviewed plan-then-apply triage, and a local audit ledger. 21 tools, frozen v1 wire contract.
- [sethbang/proton-mail-mcp](https://github.com/sethbang/proton-mail-mcp) [](https://glama.ai/mcp/servers/sethbang/proton-mail-mcp) ๐ ๐ - Unofficial Proton Mail MCP server โ send, read, search, and organize email over SMTP and IMAP (via Proton Mail Bridge). Bulk ops with dry-run previews, read-only mode, and Trash-by-default deletes. Not affiliated with Proton AG.
- [shahabazdev/inxmail-mcp](https://github.com/shahabazdev/inxmail-mcp) [](https://glama.ai/mcp/servers/shahabazdev/inxmail-mcp) ๐ โ๏ธ - Manage Inxmail Commerce transactional emails โ events, sendings, bounces, blocklist, blacklist, reactions, and delivery tracking.
- [TheSameAbramovych/qmailing-mcp-server](https://github.com/TheSameAbramovych/qmailing-mcp-server) [](https://glama.ai/mcp/servers/TheSameAbramovych/qmailing-mcp-server) ๐ โ๏ธ ๐ ๐ ๐ช ๐ง - AI agents read & send email, manage mailboxes, custom domains and webhooks via the QMailing API (npm stdio + hosted OAuth connector).
@@ -829,6 +840,7 @@ Integration with communication platforms for message management and channel oper
- [windborne/zulipmcp](https://github.com/windborne/zulipmcp) [](https://glama.ai/mcp/servers/windborne/zulipmcp) ๐ โ๏ธ - Run AI agents in Zulip as @mentionable bots โ or wire into any MCP client. Real-time listening, session management, file handling.
- [YCloud-Developers/ycloud-whatsapp-mcp-server](https://github.com/YCloud-Developers/ycloud-whatsapp-mcp-server) ๐ ๐ - MCP server for WhatsApp Business Platform by YCloud.
- [yjcho9317/nworks](https://github.com/yjcho9317/nworks) [](https://glama.ai/mcp/servers/yjcho9317/nworks) ๐ ๐ ๐ ๐ช ๐ง - NAVER WORKS CLI + MCP server. 26 tools for messages, calendar, drive, mail, tasks, and boards. AI agents can manage NAVER WORKS directly.
+- [YS-projectcalc/agent-cold-email](https://github.com/YS-projectcalc/agent-cold-email) [](https://glama.ai/mcp/servers/YS-projectcalc/agent-cold-email) ๐๏ธ ๐ โ๏ธ - Coldrig: cold-email infrastructure your agent operates end to end โ buy domains, provision mailboxes, warm up, run sequences, and handle replies (28 tools, remote streamable-HTTP or stdio via `npx agent-cold-email`). Free sandbox: `npx agent-cold-email demo`
- [zcaceres/gtasks-mcp](https://github.com/zcaceres/gtasks-mcp) ๐ โ๏ธ - An MCP server to Manage Google Tasks
- [ztxtxwd/open-feishu-mcp-server](https://github.com/ztxtxwd/open-feishu-mcp-server) ๐ โ๏ธ ๐ - A Model Context Protocol (MCP) server with built-in Feishu OAuth authentication, supporting remote connections and providing comprehensive Feishu document management tools including block creation, content updates, and advanced features.
- [loglux/whatsapp-mcp-stream](https://github.com/loglux/whatsapp-mcp-stream) [](https://glama.ai/mcp/servers/@loglux/whatsapp-mcp-stream) ๐ ๐ ๐ ๐ช ๐ง - WhatsApp MCP server over Streamable HTTP with web admin UI (QR/status/settings), bidirectional media upload/download, and SQLite persistence.
@@ -1054,6 +1066,7 @@ Data Platforms for data integration, transformation and pipeline orchestration.
### ๐ป Developer Tools
+- [2ools/mcp-server](https://github.com/2ools/mcp-server) [](https://glama.ai/mcp/servers/2ools/mcp-server) ๐๏ธ ๐ โ๏ธ ๐ ๐ช ๐ง - Turn what your assistant just built into a durable, versioned project. One free authless tool (`create_public_preview`) renders a standalone HTML document as a real shareable URL; 42 more cover projects, refinement, version comparison, separately-delegated approvals, artifacts, work assignments and source export. Build authority and review authority are deliberately separate scopes. Remote Streamable HTTP, OAuth 2.1 + PKCE. `https://2ools.app/mcp`
- [hivemindunit/llmintel-mcp](https://github.com/hivemindunit/llmintel-mcp) [](https://glama.ai/mcp/servers/hivemindunit/llmintel-mcp) ๐ โ๏ธ - Check whether an LLM model id is deprecated, retiring, or retired, and what to migrate to. Covers OpenAI, Anthropic, Azure, Bedrock, Google, and Cohere. No API key. `npx -y @llmintel/mcp` or `https://llmintel.ai/v1/mcp`
- [rm-rf-prod/GroundTruth-MCP](https://github.com/rm-rf-prod/GroundTruth-MCP) [](https://glama.ai/mcp/servers/rm-rf-prod/GroundTruth-MCP) ๐ ๐ ๐ ๐ช ๐ง - Self-hosted MCP for live docs, code audits, snippets, and best practices across 445+ libraries. 14 tools, 107 audit patterns with file:line precision, BM25-ranked snippets, lockfile-aware version pinning, npm/PyPI/crates.io/Go fallback. No API keys, no rate limits, Context7 alternative. `npx -y @groundtruth-mcp/gt-mcp`
- [scarletkc/vexor](https://github.com/scarletkc/vexor) [](https://glama.ai/mcp/servers/scarletkc/vexor) ๐ ๐ โ๏ธ ๐ ๐ช ๐ง - A semantic search engine for files and code โ find files by describing what they do, not their names. Local reusable indexes, configurable embedding providers (OpenAI, Gemini, Voyage, any OpenAI-compatible API, or fully offline local models), AST-aware code chunking, optional reranking. `uvx vexor mcp` or `pip install vexor`.
@@ -1061,6 +1074,7 @@ Data Platforms for data integration, transformation and pipeline orchestration.
- [hernaninverso/eleata-verify-mcp](https://github.com/hernaninverso/eleata-verify-mcp) [](https://glama.ai/mcp/servers/hernaninverso/eleata-verify-mcp) ๐ โ๏ธ - Grounding / hallucination guard: verify a claim against evidence (Supported/Refuted/Not Enough Evidence) with a confidence + abstain flag, for RAG and agents. `npx -y eleata-verify-mcp`.
- [appcreationsca/bumpguard-mcp](https://github.com/appcreationsca/bumpguard-mcp) [](https://glama.ai/mcp/servers/appcreationsca/bumpguard-mcp) ๐ ๐ ๐ ๐ช ๐ง - Pre-flight dependency-upgrade impact analysis: reports exactly which of your code's API usages break *before* you bump a dependency, with line numbers, severity, and fix hints. Also verifies AI-written code against the actually-installed API to catch hallucinated calls. Static analysis only โ never runs third-party code. Python + .NET. `pip install bumpguard-mcp`
- [MasterPlayspots/motionspec](https://github.com/MasterPlayspots/motionspec) [](https://glama.ai/mcp/servers/MasterPlayspots/motionspec) ๐ โ๏ธ ๐ - Reduced-motion / WCAG 2.2.2+2.3.3 verification for web animation: agents author validated specs; a deterministic compiler emits reduced-motion-safe, on-budget CSS. Keyless hosted endpoint (motion_catalog, motion_validate).
+- [SLP-DEV1/qwen-dap-mcp](https://github.com/SLP-DEV1/qwen-dap-mcp) [](https://glama.ai/mcp/servers/SLP-DEV1/qwen-dap-mcp) ๐ ๐ ๐ช - DAP-to-MCP bridge that gives coding agents structured native-debugger evidence through CodeLLDB, including stack frames, registers, locals, disassembly, memory, crash dumps, and bounded autonomous crash fix/verify workflows.
- [Vivekpatil200320/CyberRescue](https://github.com/Vivekpatil200320/cyberrescue) [](https://glama.ai/mcp/servers/Vivekpatil200320/cyberrescue) ๐ ๐ - Secure host-level telemetry gateway enabling sandboxed AI agents to dynamically fetch container logs and track kernel resource metrics.
- [davidmosiah/delx-mcp-server](https://github.com/davidmosiah/delx-mcp-server) [](https://glama.ai/mcp/servers/davidmosiah/delx-mcp-server) ๐ ๐ โ๏ธ ๐ ๐ช ๐ง - Native stdio bridge for the hosted Delx Protocol MCP endpoint, with one-command client install, doctor checks and live tool discovery.
- [DeusData/codebase-memory-mcp](https://github.com/DeusData/codebase-memory-mcp) [](https://glama.ai/mcp/servers/DeusData/codebase-memory-mcp) ๐ ๐ ๐ ๐ช ๐ง - Code-intelligence engine that indexes a repo into a persistent knowledge graph โ functions, classes, call chains, HTTP routes, cross-service links. 159 languages via tree-sitter + Hybrid LSP, sub-ms structural queries, ~99% fewer tokens than grep. Single static binary, zero dependencies, 100% local. `npx codebase-memory-mcp`
@@ -1420,6 +1434,7 @@ Tools and integrations that enhance the development workflow and environment man
- [Mibayy/token-savior](https://github.com/Mibayy/token-savior) [](https://glama.ai/mcp/servers/Mibayy/token-savior) ๐ ๐ ๐ ๐ช ๐ง - Structural code intelligence MCP server for AI-assisted development. Navigate and edit code by symbol names instead of raw text โ symbol lookup, dependency graphs, call chains, dead code detection, and structural diff. Replaces grep/cat with semantic tools: 87% token reduction on large codebases.
- [Tommertom/awesome-ionic-mcp](https://github.com/Tommertom/awesome-ionic-mcp) ๐ ๐ - Your Ionic coding buddy enabled via MCP โ build awesome mobile apps using React/Angular/Vue or even Vanilla JS!
- [tosin2013/mcp-adr-analysis-server](https://github.com/tosin2013/mcp-adr-analysis-server) ๐ โ๏ธ ๐ - AI-powered architectural analysis server for software projects. Provides technology stack detection, ADR management, security checks, enhanced TDD workflow, and deployment readiness validation with support for multiple AI models.
+- [TranQui004/signalint](https://github.com/TranQui004/signalint) [](https://glama.ai/mcp/servers/TranQui004/signalint) ๐ ๐ ๐ ๐ช ๐ง - Local stdio MCP server for compact, cached, loop-aware JavaScript/TypeScript diagnostics. Clusters and prioritizes Oxlint/tsc/Biome issues, caches per-engine results to skip unchanged files, and detects recurring diagnostic loops. Also ships a `signalint` CLI and a composite GitHub Action for CI use.
- [tumf/mcp-text-editor](https://github.com/tumf/mcp-text-editor) ๐ ๐ - A line-oriented text file editor. Optimized for LLM tools with efficient partial file access to minimize token usage.
- [ukkit/memcord](https://github.com/ukkit/memcord) ๐ ๐ ๐ง ๐ - A MCP server that keeps your chat history organized and searchableโwith AI-powered summaries, secure memory, and full control.
- [utensils/mcp-nixos](https://github.com/utensils/mcp-nixos) ๐ ๐ - MCP server providing accurate information about NixOS packages, system options, Home Manager configurations, and nix-darwin macOS settings to prevent AI hallucinations.
@@ -1521,6 +1536,7 @@ Tools and integrations that enhance the development workflow and environment man
- [todah-zg/codemagic-mcp](https://github.com/todah-zg/codemagic-mcp) [](https://glama.ai/mcp/servers/todah-zg/codemagic-mcp) ๐ โ๏ธ - Build, sign, and publish iOS and Android apps through AI agents. Integrates Codemagic CI/CD, App Store Connect, and Google Play in one server.
- [deslay1/amendor-mcp](https://github.com/deslay1/amendor-mcp) [](https://glama.ai/mcp/servers/deslay1/amendor-mcp) ๐ โ๏ธ - Lets the non-technical people you build for request UI changes directly on your live site, then pulls each request (with the exact element and page) into your coding agent so it builds it on a branch and opens a pull request. Works with Claude Code, Cursor, Cline, Codex, and remote agents over HTTP. `npx -y amendor-mcp`
- [LS-SIEM-LLP/qa-probe](https://github.com/LS-SIEM-LLP/qa-probe) [](https://glama.ai/mcp/servers/LS-SIEM-LLP/qa-probe) ๐ ๐ ๐ ๐ช ๐ง - Probes your live API and classifies why each endpoint failed (root cause + evidence + calibrated confidence) over MCP, so your AI assistant debugs from evidence instead of guessing. Deterministic rules, no black box. Works with FastAPI, Express, Next.js, tRPC, and GraphQL. `npm i -g qa-probe`
+- [zyqzyq/Unfour](https://github.com/zyqzyq/Unfour) [](https://glama.ai/mcp/servers/zyqzyq/Unfour)๐ฆ ๐ ๐ช ๐ - Local-first backend developer workspace exposing API debugging, SSH, database, workspace, and diagnostics tools to AI agents through a local MCP server, with workspace-scoped safety policies and confirmation for risky actions.
### ๐งฎ Data Science Tools
@@ -1617,6 +1633,7 @@ MCP servers for learning management systems (LMS) and educational tools.
MCP servers for e-commerce platforms and online store management.
- [A1-x-Tech/mcp-yandex-merchants](https://github.com/A1-x-Tech/mcp-yandex-merchants) [](https://glama.ai/mcp/servers/A1-x-Tech/mcp-yandex-merchants) ๐ โ๏ธ - Yandex Merchants (ะฏะฝะดะตะบั ะขะพะฒะฐัั) API โ product feeds, offer prices, discounts, and hiding/unhiding offers in Yandex Search.
+- [A1-x-Tech/mcp-yango-retail](https://github.com/A1-x-Tech/mcp-yango-retail) [](https://glama.ai/mcp/servers/A1-x-Tech/mcp-yango-retail) ๐ โ๏ธ - Yango Tech Retail (grocery platform) B2B API โ orders, receipts, products, prices, discounts, stocks and stores.
- [agentcentral-to/agent-central-mcp](https://github.com/agentcentral-to/agent-central-mcp) [](https://glama.ai/mcp/servers/agentcentral-to/agent-central-mcp) ๐ โ๏ธ - Hosted Amazon Seller Central and Amazon Ads MCP server for Claude, ChatGPT, and other AI clients, exposing inventory, orders, catalog, finance, fulfillment, and advertising data through a remote MCP endpoint.
- [agentlux/agentlux-mcp](https://github.com/agentlux/agentlux-mcp) [](https://glama.ai/mcp/servers/agentlux/agentlux-mcp) ๐ โ๏ธ ๐ ๐ช ๐ง - Agent marketplace and services MCP server for AgentLux. Browse marketplace items, manage agent identity, creator workflows, service hires, social flows, and Base/x402 commerce through 33 tools. Install via `npx -y @agentlux/mcp-server`.
- [anhmtk/agentshare-mcp](https://github.com/anhmtk/agentshare-mcp) [](https://glama.ai/mcp/servers/anhmtk/agentshare-mcp) ๐ โ๏ธ - Solana DeFi intelligence MCP (Meteora DLMM `meteora_brief` + `meteora_pool_detail`, Solana DEX + DefiLlama scout). Commerce tools are secondary. Hosted at https://agentshare.dev/mcp
@@ -1735,6 +1752,7 @@ Provides direct access to local file systems with configurable permissions. Enab
- [@asterpay/mcp-server](https://github.com/timolein74/asterpay-mcp-server) [](https://glama.ai/mcp/servers/timolein74/asterpay-mcp-server) ๐ โ๏ธ - EUR settlement for AI agents via x402 protocol. Market data, AI tools, crypto analytics โ pay-per-call in USDC on Base. SEPA Instant EUR off-ramp.
- [Apex-Foundation/copilot-mcp](https://github.com/Apex-Foundation/copilot-mcp) [](https://glama.ai/mcp/servers/Apex-Foundation/copilot-mcp) ๐ โ๏ธ ๐ ๐ช ๐ง - Web3 founder diligence stack: smart contract audit (Solidity via Slither, Rust via cargo-audit) with file/line findings, jurisdiction matching across 28 crypto-native domiciles, VC fund discovery with thesis matching, portfolio comparison against 47 accelerator companies, project scoring across team/traction/tokenomics/market/security, hackathon search, Twitter audience audit.
- [@czagents/cnb](https://github.com/martinhavel/cz-agents-mcp) [](https://glama.ai/mcp/servers/martinhavel/cz-agents-mcp) ๐ โ๏ธ ๐ ๐ ๐ช ๐ง - Czech National Bank (ฤNB) daily FX rates: fetch official CZK exchange rates, convert between currencies, fetch historical rates. Cached 10 min to ease upstream load. npm `@czagents/cnb` or HTTP at cnb.cz-agents.dev/mcp.
+- [Sofiia7/ARC](https://github.com/Sofiia7/ARC) [](https://glama.ai/mcp/servers/Sofiia7/ARC) ๐ ๐ โ๏ธ - Browse, take, and submit USDC bounties on ArcBounty (Arc Network, ERC-8183 escrow + ERC-8004 reputation). Read-only mode needs zero credentials; add a wallet and your agent can earn real USDC. In the official MCP Registry.
- [@frihet/mcp-server](https://github.com/Frihet-io/frihet-mcp) [](https://glama.ai/mcp/servers/Frihet-io/frihet-mcp) ๐ โ๏ธ - AI-native business management โ invoices, expenses, clients, products, and quotes. 31 tools for Claude, Cursor, Windsurf, and Cline.
- [@iiatlas/hledger-mcp](https://github.com/iiAtlas/hledger-mcp) ๐ ๐ ๐ ๐ช - Double entry plain text accounting, right in your LLM! This MCP enables comprehensive read, and (optional) write access to your local [HLedger](https://hledger.org/) accounting journals.
- [Fabio662/yieldagentx402-sdks](https://github.com/Fabio662/yieldagentx402-sdks) [](https://glama.ai/mcp/servers/Fabio662/yieldagentx402-sdks) ๐ โ๏ธ - Custody-free, policy-gated, receipt-backed execution layer for AI agents. 16 MCP tools across 18 chains (Base, Ethereum, Bitcoin native, Starknet, NEAR, Solana, Stacks, BNB, Rootstock, Filecoin, Aptos, Sui, TON, Tron, XRPL, Stellar, Algorand). One NEAR MPC key authority signs on EVM and BTC, no private keys held anywhere. ShadeGuard policy enforcement, Intel TDX TEE attestation, HMAC-SHA256 receipts, Filecoin and BTFS anchored. x402 protocol settlement with 0.25 percent protocol fee. Public discovery with no signup needed: call yax_get_capabilities without auth. Instant test key (5 USD cap, 7 day) via POST /api/apply. Install via `npx agentx402-mcp-server`.
@@ -2075,6 +2093,7 @@ Provides direct access to local file systems with configurable permissions. Enab
- [zolo-ryan/MarketAuxMcpServer](https://github.com/Zolo-Ryan/MarketAuxMcpServer) ๐ โ๏ธ - MCP server for comprehensive market and financial news search with advanced filtering by symbols, industries, countries, and date ranges.
- [mnemox-ai/tradememory-protocol](https://github.com/mnemox-ai/tradememory-protocol) [Glama](https://glama.ai/mcp/servers/mnemox-ai/tradememory-protocol) ๐ ๐ - Structured 3-layer memory system (trades โ patterns โ strategy) for AI trading agents. Supports MT5, Binance, and Alpaca.
- [thoughtproof/thoughtproof-mcp](https://github.com/ThoughtProof/thoughtproof-mcp) [](https://glama.ai/mcp/servers/ThoughtProof/thoughtproof-mcp) ๐ โ๏ธ - Adversarial multi-model reasoning verification for AI agents before trades execute. Claude, Grok, and DeepSeek challenge each decision โ returns ALLOW or HOLD with JWKS-signed attestation. x402-gated on Base (USDC). Part of the 4-issuer Combined Attestation Standard with InsumerAPI, RNWY, and Maiat.
+- [tickerdb/tickerdb-mcp](https://github.com/tickerdb/tickerdb-mcp) [](https://glama.ai/mcp/servers/tickerdb/tickerdb-mcp) ๐ โ๏ธ - Pre-computed market data for AI agents โ 10,000+ US stocks, ETFs, and crypto with 182 categorical indicators (trend, momentum, volatility, fundamentals, stage analysis) plus state-transition history with aftermath returns. Screen, cross-reference, and backtest without computing indicators in context. `npx tickerdb-mcp`
- [tunedforai/x402-mcp](https://github.com/tunedforai/x402-mcp) [](https://glama.ai/mcp/servers/tunedforai/x402-mcp) ๐ โ๏ธ - Real-time crypto market structure for AI agents โ orderflow across 20 exchanges, 24 tokens. 9 tools: price/funding/OI snapshots, cross-exchange CVD with whale activity, 7yr OHLCV history with buy/sell flow, on-chain address risk. Free via MCP ([`@tunedforai/x402-mcp`](https://www.npmjs.com/package/@tunedforai/x402-mcp) on npm) or pay-per-call in USDC on Base via x402 REST at [`x402.tunedfor.ai`](https://x402.tunedfor.ai) โ no API key, no rate limits.
- [toolstem/toolstem-mcp-server](https://github.com/toolstem/toolstem-mcp-server) [](https://glama.ai/mcp/servers/@toolstem/toolstem-mcp-server) ๐ โ๏ธ ๐ โ Agent-ready financial intelligence for AI agents. Curated tools (`get_stock_snapshot`, `get_company_metrics`, `compare_companies`) that fan out to multiple financial data sources, derive human-readable signals (`UNDERVALUED`, `STRONG`, `ACCELERATING`), and pre-compute CAGRs, margin trends, and DCF upside. One call, one flat JSON response โ no cross-endpoint stitching. Available on npm (`toolstem-mcp-server`), the Official MCP Registry, and the Apify Store.
- [toolstem/toolstem-sec-mcp-server](https://github.com/toolstem/toolstem-sec-mcp-server) ๐ โ๏ธ โ SEC EDGAR signal intelligence for AI agents โ insider trading (Form 4), 13F institutional holdings, 10-K/8-K filing velocity, activist risk flags, and multi-company disclosure comparisons. Three pricing tiers. Available on the Apify Store.
@@ -2401,6 +2420,7 @@ Persistent memory storage using knowledge graph structures. Enables AI models to
- [Piccolo123/url-manager-mcp](https://github.com/Piccolo123/url-manager-mcp) [](https://glama.ai/mcp/servers/Piccolo123/url-manager-mcp) ๐ ๐ ๐ ๐ ๐ช ๐ง - Agent-first cross-platform bookmark & knowledge manager. AI agents collect web pages from any source (pairs naturally with Fetch, Firecrawl, Brave Search) and auto-categorize into organized collections with search, tags, and shared folders. 16 tools including `agent_register` (zero-config onboarding), `add_footprint`, `search_footprints`, `create_shared_category`. `pip install -r requirements.txt && python server.py`
- [pinecone-io/assistant-mcp](https://github.com/pinecone-io/assistant-mcp) ๐๏ธ ๐ฆ โ๏ธ - Connects to your Pinecone Assistant and gives the agent context from its knowledge engine.
- [pomazanbohdan/memory-mcp-1file](https://github.com/pomazanbohdan/memory-mcp-1file) ๐ฆ ๐ ๐ ๐ช ๐ง - A self-contained Memory server with single-binary architecture (embedded DB & models, no dependencies). Provides persistent semantic and graph-based memory for AI agents.
+- [ProfessionalWiki/MediaWiki-MCP-Server](https://github.com/ProfessionalWiki/MediaWiki-MCP-Server) [](https://glama.ai/mcp/servers/ProfessionalWiki/MediaWiki-MCP-Server) ๐ โ๏ธ ๐ ๐ ๐ช ๐ง - Read, search, and edit any MediaWiki wiki (Wikipedia, Fandom, corporate wikis) with OAuth and multi-wiki support. 50+ tools, including Semantic MediaWiki, Cargo, Wikibase, NeoWiki, and Bucket queries. Listed in the official MCP registry. `npx @professional-wiki/mediawiki-mcp-server`
- [Rarefied-Earth/groundwork](https://github.com/Rarefied-Earth/groundwork) [](https://glama.ai/mcp/servers/Rarefied-Earth/groundwork) ๐ โ๏ธ - Hosted company-state MCP for operating SMBs (brand, voice, charter, priorities, entitled modules/skills). Anonymous public discovery at `https://connector.rarefied.earth/public/mcp` proves live value in under 10 seconds; tenant feed after trial. Official registry: `io.github.Rarefied-Earth/groundwork`. [Product](https://rarefied.earth/groundwork/)
- [ragieai/mcp-server](https://github.com/ragieai/ragie-mcp-server) ๐ โ๏ธ - Retrieve context from your [Ragie](https://www.ragie.ai) (RAG) knowledge base connected to integrations like Google Drive, Notion, JIRA and more.
- [ravi-labs/mindmap-mcp-server](https://github.com/ravi-labs/mindmap-mcp-server) [](https://glama.ai/mcp/servers/ravi-labs/mindmap-mcp-server) ๐ ๐ - Local-first memory & context-handoff across AI tools โ capture context in one tool, resume it in another, with graceful decay, a persona layer, and a portable memory passport.
@@ -2569,6 +2589,7 @@ Tools for creating and editing marketing content, working with web meta data, pr
- [atomno-mcp/mcp-erid](https://github.com/atomno-mcp/mcp-erid) [](https://glama.ai/mcp/servers/atomno-mcp/mcp-erid) ๐ โ๏ธ - MCP-ะฟัะพะฒะตัะบะฐ ะผะฐัะบะธัะพะฒะบะธ ะธะฝัะตัะฝะตั-ัะตะบะปะฐะผั (erid/ะะ ะะ ): ะฒะฐะปะธะดะฐัะธั ัะพะบะตะฝะฐ, ะฐัะดะธั ัััะฐะฝะธัั ะฝะฐ ัะพะพัะฒะตัััะฒะธะต 38-ะคะ. ะะพะปะฝะฐ 1, ัะพะปั ยซัะธัะฐะปะบะธยป, ะพัะฒะตัััะฒะตะฝะฝะพััั ะฝะต ะฝะฐ ะฝะฐั
- [AutomateLab-tech/seo-performance-mcp](https://github.com/AutomateLab-tech/seo-performance-mcp) [](https://glama.ai/mcp/servers/AutomateLab-tech/seo-performance-mcp) ๐ โ๏ธ - Post-publish SEO performance MCP that unifies Google Search Console, Matomo, GA4, Clarity, and AI-citation signals per URL and emits a verdict (refresh / expand / merge / kill / double_down / hold) per post with reason codes.
- [alexey-pelykh/lhremote](https://github.com/alexey-pelykh/lhremote) ๐ ๐ - Open-source CLI and MCP server for LinkedHelper automation โ 32 tools for campaign management, messaging, and profile queries via Chrome DevTools Protocol.
+- [alexcloudstar/makers.page-mcp](https://github.com/alexcloudstar/makers.page-mcp) [](https://glama.ai/mcp/servers/alexcloudstar/makers.page-mcp) ๐ ๐ ๐ ๐ช ๐ง - Local MCP server that drafts channel-native X posts from your coding agent with human approval. Draft โ approve โ publish via X API v2; drafts and credentials stay on your machine. Part of [makers.page](https://makers.page). `npx -y makers-page-mcp`
- [askads/mcp-vk-ads](https://github.com/askads/mcp-vk-ads) [](https://glama.ai/mcp/servers/askads/mcp-vk-ads) ๐ โ๏ธ - VK Ads (VK ะ ะตะบะปะฐะผะฐ) API โ manage ad plans, ad groups, banners, and pull statistics. Read + write.
- [Bishop81/wpgoldmine-mcp](https://github.com/Bishop81/wpgoldmine-mcp) [](https://glama.ai/mcp/servers/Bishop81/wpgoldmine-mcp) ๐ โ๏ธ - MCP server to find WordPress and WooCommerce plugin opportunities: large, established plugins weakened by abandonment, low ratings, or poor support that you could realistically replace. Powered by wpgoldmine.io.
- [BlockRunAI/x-grow](https://github.com/BlockRunAI/x-grow) ๐ โ๏ธ - X/Twitter algorithm optimizer with post drafting, review scoring, and AI image generation for maximum engagement.
@@ -2876,6 +2897,7 @@ Tools for conducting research, surveys, interviews, and data collection.
- [vectara/vectara-mcp](https://github.com/vectara/vectara-mcp) ๐ ๐ โ๏ธ - An MCP server for accessing Vectara's trusted RAG-as-a-service platform.
### ๐ Search & Data Extraction
+- [Newscatcher/catchall-mcp](https://github.com/Newscatcher/catchall-mcp) [](https://glama.ai/mcp/servers/Newscatcher/catchall-mcp) ๐ โ๏ธ - Recall-first web search: finds every relevant event across the open web, not just the top results.
- [pgalyen1987/gate402-mcp](https://github.com/pgalyen1987/gate402-mcp) [](https://glama.ai/mcp/servers/pgalyen1987/gate402-mcp) ๐ โ๏ธ - Pay-per-call agent APIs over x402 (USDC on Base): per-token LLM inference (Llama 3.1/Qwen/Mistral), per-second GPU/CPU compute, on-chain/DeFi + SEC-EDGAR + news data, and clean-Markdown/Cloudflare-stealth web scraping. Signed receipts, no signup โ auto-claims a free-tier key. Install via `npx -y gate402-mcp`.
- [KnockOutEZ/wigolo](https://github.com/KnockOutEZ/wigolo) [](https://glama.ai/mcp/servers/KnockOutEZ/wigolo) ๐ ๐ - Local-first, keyless web intelligence in one server: search, fetch, crawl, extract, cache, find-similar, and research. Multi-engine search with local ML reranking and a persistent SQLite cache, renders JS-heavy pages, and keeps everything on your machine. Install via `npx wigolo init --non-interactive --agents=`.
- [newsagentdata/newsagent-mcp](https://github.com/newsagentdata/newsagent-mcp) [](https://glama.ai/mcp/servers/newsagentdata/newsagent-mcp) ๐ โ๏ธ - Real-time, ML-enriched news intelligence โ urgency scoring, political lean & event clustering across 190+ countries.