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Code Execution
Convert source code repositories into searchable knowledge bases with AI-powered search using GPT-5, intelligent chunking, and OpenAI embeddings for semantic code understanding.
Finance & Fintech
Cost-of-living and quality-of-life comparison across ~165 cities: take-home pay, taxes, the equivalent salary you'd need in the target city, and the non-cash deltas people move for (childcare, healthcare, statutory vacation, parental leave). Free, no API key, hosted Streamable HTTP.
Workplace & Productivity
Official Dadan MCP server for AI access to videos, transcripts, analytics, and capture leads.
Data Visualization
Push To Display MCP server send structured content to selected boards on iOS and android devices with app [Push To Display](https://pushtodisplay.com), route updates to specific panels, and render in real time with display-focused multi-panel layouts.
Finance & Fintech
An MCP server that delivers real-time market odds from Polymarket.
Aggregators
AgentBodega MCP gives agents a live catalog of 65 x402-payable HTTP tools across search, public data, social media, status checks, media conversion, and agent-readiness checks. No API keys; install with `npx -y @agentbodega/mcp`.
Communication
MCP server that integrates Microsoft Teams messaging (read, post, mention, list members and threads)
Travel & Transportation
World train-route atlas for AI assistants — search 744 notable train routes (high-speed, scenic, night trains) and get facts and geometry for each. Hosted at https://trainrouter.com/mcp (Streamable HTTP, no auth); data CC BY 4.0.
Code Execution
AI-powered Adaptive Card generation for Teams, Outlook, Copilot, and ChatGPT. 9 MCP tools for generating, validating, optimizing, templating, and transforming cards with accessibility scoring and host compatibility checks.
Code Execution
Most MCP clients handle one job: send a request, get a response. Conduit is built for a slightly different problem — an agent that needs to prove who it is, keep working across long sessions without re-authenticating by hand, and stay inside a cost or policy budget while it does it. That's the gap this SDK fills. MCP client library with built-in mTLS, OAuth 2.1, and semantic tool discovery. Available for Python, TypeScript, Rust, Elixir, and Ruby. Swap a single import and an existing agent picks up certificate-based identity, cost visibility, and natural-language tool discovery — no other code changes required.
6 tools · Authenticate with mTLS, OAuth 2.1, or bearer tokens, bootstrap_onramp
Communication
NAVER WORKS CLI + MCP server. 26 tools for messages, calendar, drive, mail, tasks, and boards. AI agents can manage NAVER WORKS directly.
Code Execution
Universal persistent project context for Cursor, Windsurf, Cline, VS Code, and all MCP-compatible platforms (including Claude Desktop). IANA-registered format (application/vnd.faf+yaml). 17 native tools, AI-readiness scoring.
Data Visualization
Programmatic Tableau workbook (.twb/.twbx) generation — 47 MCP tools for charts, dashboards, calculated fields, dashboard actions, workbook migration, and CSV-to-dashboard pipelines. Install via `uvx twilize`.
Code Execution
MCP server that supports ROS2 topics, services, and actions communication, and controls robots using natural language.
Cloud Platforms
Adobe Edge Delivery Services (AEM EDS) management with 20 tools for preview, publish, bulk operations, content reading, Core Web Vitals, 404 tracking, A/B experiments, site configuration, and redirects. Install: `npx @focusgts/eds-mcp-server`.
Finance & Fintech
Real-time crypto volume anomaly detection across 50+ tokens. Detects unusual trading activity, whale movements, and pump signals via live API.
Code Execution
Answers "what did that command print?" from your real terminal history: a per-command PTY session recorder (OSC 133) stores every command's full output, exit code, cwd, and duration in local SQLite/FTS5, and the MCP server searches, retrieves, and diffs those outputs — secret redaction on by default before anything reaches the model.
Code Execution
Query Dawnguard data dynamically using your own coding tools. The MCP tab in the preferences modal allows you to configure the remote Dawnguard MCP server. From this tab, you can copy the remote MCP url and use it to activate the MCP in your favorite tool like Visual Studio Code, Claude Code, etc.
Communication
Telegram MCP server with direct API/curl access, multi-user Bearer auth, HTTP-MTProto Bridge, file attachments, voice transcription, and context-optimized design
Cryptography
Stops AI agents from claiming done without proof. Fourteen bounded tools add scoped authorization, budget reservations, typed evidence gates, checkpoint recovery, tamper-evident outcomes, and signed metadata-only traces without giving the server shell, browser, or network authority. Apache-2.0; audited MCPB and GitHub installs need no API key.
Data Visualization
Word-sized charts (sparklines, bars, bullets — 106 types) rendered to self-contained SVG with generated alt text. Three tools: find the right chart for a question, get its wiring, render it. Works in chat surfaces that can't run React. Install via `npx -y @microcharts/mcp`.
Code Execution
Your Ionic coding buddy enabled via MCP – build awesome mobile apps using React/Angular/Vue or even Vanilla JS!
Code Execution
MCP server that integrates Jira and GitHub to automate end-to-end developer workflows, from issue tracking to branches, commits, pull requests, and merges inside the IDE.
Cloud Platforms
Registration Domain Name, Website and Biolink
Communication
Telegram MCP server via MTProto/GramJS — 20 tools for reading chats, searching messages, downloading media, managing contacts. QR code login, npx zero-install. Hosted version at mcp-telegram.com.
Communication
The most powerful MCP server for Slack Workspaces.
Art & Culture
A MCP server for the Open Library API that enables AI assistants to search for book information.
Communication
Manage Inxmail Commerce transactional emails — events, sendings, bounces, blocklist, blacklist, reactions, and delivery tracking.
Communication
Full Gmail operations via Unipile API: send, reply, list, read, delete, search, manage labels, attachments, and drafts. Dry-run by default on destructive actions.
Communication
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.
Finance & Fintech
Australian Consumer Data Right Product Data
Data Science Tools
This Kaggle MCP Server makes Kaggle more accessible by letting you browse competitions, leaderboards, models, datasets, and kernels directly within MCP, streamlining discovery for data scientists and developers.
Code Execution
The API-change deploy gate for AI coding agents: "is it safe to ship this API change to my consumers?" Analyze-only OpenAPI breaking-change detection + migration guides.
Aerospace & Astrodynamics
Accurate astronomical catalog data and observing session planner. 13,000+ deep-sky objects from OpenNGC with deterministic visibility, rise/transit/set, and alt/az calculations. `npx astronomy-oracle`
Aggregators
Discover, invoke, and cryptographically verify AI agents on a paid agent marketplace. 13 tools spanning code generation (6-module engineering verification), security scanning (OSV.dev + GitGuardian), and lead scoring (8 real sources). Every result is Ed25519-signed and independently verifiable -- no trust in the platform required. Install: `npx -y @forcedream/mcp-server`.
Communication
Go-based MCP server for Telegram Archive. Search and browse Telegram chat history, list chats, and retrieve messages with full-text search. Docker image available.
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