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Databases
A Model Context Protocol Server for MongoDB
Finance & Fintech
An MCP server that tracks newly created liquidity pools on Uniswap across multiple blockchains.
Architecture & Design
Expose a company's complete design system (colors, typography, logos, components, guidelines, CSS tokens) to AI tools via MCP. Auto-parses CSS / Markdown / PDF / SVG / fonts; supports `marketing` vs `product` contexts with shared overrides; ships 12 tools, 16+ resources under `brandkit://`, and 4 prompts; stdio + SSE + Streamable HTTP transports. Install via NPM: `npx -y brandkit-mcp serve`.
Code Execution
Code-quality gate for Bazel monorepos: runs lint, coverage and architecture checks off the build graph and returns a pass/fail verdict an agent can request before finishing a change.
Code Execution
Go-based MCP server for LynxPrompt prompt management. Create, search, and organize AI prompts and AGENTS.md/CLAUDE.md configuration files. Docker image available.
Code Execution
Integrates, discovers, manages, and codifies cloud resources with [Firefly](https://firefly.ai).
Code Execution
A JetBrains IDE plugin that exposes an MCP server, giving AI coding assistants full programmatic control over the debugger.
Knowledge & Memory
AI-native ontology engineering with 39 tools and 5 prompts for OWL/RDF/SPARQL. Validate, query, diff, lint, version, and govern knowledge graphs via Oxigraph triple store.
Finance & Fintech
Xendit payment gateway for Southeast Asia. Invoices, disbursements, balance checks, and bank transfers across Indonesia, Philippines, Thailand, Vietnam, and Malaysia. Install via `npx xendit-mcp`.
Other Tools and Integrations
AI-powered no-code app builder with 17 MCP tools — create projects, generate pages from natural language, AI text/image generation (GPT, Claude, Gemini, 14+ models), page CRUD, workflow execution, publish & version control. SSE transport, API key auth.
Cloud Platforms
Publish a page, a file, or a folder to a public URL. Two tools: `publish_html` for content written in the chat, and `publish_path` for something already on disk — folder structure preserved, no need to zip first. Publishing is anonymous by default; no account or API key required. `npx -y plopino`
Communication
Instagram creator toolkit MCP with 16 tools: Reels / video / Story / carousel / photo / profile-pic downloaders, Reels-to-MP3 audio extractor, engagement health check + weighted engagement-rate calculator, live hashtag search + 25 curated niches + creator hashtag audit, 900 Reels hook templates by niche and country, 22 Unicode font styles, best-time-to-post for 17 markets (Buffer 2026 verified data), and a 750-date 2026 content calendar with per-market playbooks. Wraps instapdown.com public API — no auth required.
Monitoring
Query Langfuse traces, debug exceptions, analyze sessions, and manage prompts. Full observability toolkit for LLM applications.
Databases
Ground-truth Firestore schema context for AI coding agents. Stops Cursor, Claude, and Windsurf from hallucinating field names and queries. Scans live collections, returns real field names, types, and presence rates.
Code Execution
A MCP server for interacting with [Bruno API Client](https://www.usebruno.com/).
Code Execution
[gitmcp.io](https://gitmcp.io/) is a generic remote MCP server to connect to ANY [GitHub](https://www.github.com) repository or project for documentation
Finance & Fintech
Deep Research for crypto - free & fully local
Architecture & Design
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`
Code Execution
Local image and video processing MCP server with 13 tools for resize, convert, compress, crop, thumbnail, metadata extraction, rotate, flip, filters, and ffmpeg-based video operations. No API keys required.
Finance & Fintech
SEC EDGAR data for AI agents via the official data.sec.gov API. Search 10,000+ public companies, retrieve 10-K/10-Q/8-K filings, and access XBRL financial data. Free, no API key required, no third-party dependency.
Finance & Fintech
Access institutional-grade alternative financial data directly in your LLM workflows.
Finance & Fintech
Risk score / asset holdings of EVM blockchain address (EOA, CA, ENS) and even domain names.
Finance & Fintech
LongPort OpenAPI provides real-time stock market data, provides AI access analysis and trading capabilities through MCP.
File Systems
Fast Windows file search using Everything SDK
Finance & Fintech
Bitcoin regime detection intelligence — know which market regime you are in and the probabilities of what happens next. 17 tools with historical pattern matching, Odin AI analysis, composite gauges, and real-time macro/institutional/on-chain data.
Other Tools and Integrations
> Build powerful AI applications with natural language API interactions Apigene is an AI-powered platform that enables you to interact with APIs and services using natural language. Instead of writing code or making manual API calls, simply describe what you want to accomplish, and Apigene's AI Copilot executes the necessary actions. Automate GitHub issue creation and management Trigger CI/CD pipelines Deploy applications Monitor application logs Create and manage support tickets in Jira Send notifications to Slack channels Query knowledge bases Update customer records in CRM
3 tools · Connect MCP clients, Discover available actions
Knowledge & Memory
Deterministic state layer for AI agents. Stores versioned entities (contacts, tasks, transactions, decisions) with immutable observations, full provenance, and schema-first extraction. Local-first SQLite, cross-client memory across Claude, Cursor, ChatGPT, and OpenClaw. [Website](https://neotoma.io)
Finance & Fintech
The first financial intelligence MCP server. Live AI-scored trading signals from Reddit, SEC filings, FDA approvals, Congressional trades, and 15+ sources. 7 tools, 2 resources, hosted remotely, free, no API key required.
Code Execution
The ROS MCP Server supports robot control by converting user-issued natural language commands into ROS or ROS2 control commands.
Finance & Fintech
Open agent registry — discover and hire autonomous AI agents by capability. 16 agents live. Supports Bitcoin Lightning, Solana USDC, and Base x402. Includes workflow engine for chaining agents.
Code Execution
TMF checks source-context freshness against a selected Git working tree and retrieves source-linked code relationships on demand, helping coding agents revisit stale understanding and consider cross-file impact.
Finance & Fintech
Pre-payout counterparty screening for AI agents: IBAN validation + OFAC/EU/UN sanctions screening + Swiss BC-Nummer clearing + SEPA/VoP reachability + risk score. MCP-native (stdio via `npx -y ibanforge-mcp` or Streamable HTTP at `api.ibanforge.com/mcp`). Free tier 200 req/month, pay-per-call USDC (x402) beyond.
DevOps
An MCP server that lets AI assistants (Claude, Cursor, or other MCP clients) control and interact with Xcode for Apple platform development: discover and navigate Xcode projects and source files, build and run iOS, macOS, tvOS and watchOS apps, run tests with detailed results, retrieve build errors and warnings, capture console output, take screenshots of Xcode windows and iOS simulators, and manage simulators. Path-based security via XCODEMCP_ALLOWED_FOLDERS (defaults to $HOME). macOS only; requires Xcode and Python 3.10+ (uvx fetches one if needed). MIT licensed. Source: https://github.com/drewster99/drews-xcode-mcp PyPI: https://pypi.org/project/drews-xcode-mcp/
Code Execution
A personal MCP (Model Context Protocol) server for securely storing and accessing API keys across projects using the macOS Keychain.
Code Execution
MCP server for TNL (Typed Natural Language): per-feature English contracts for AI coding agents. 6 tools — `get_impacted_tnls`, `retrieve_tnl`, `trace`, `propose_tnl_diff`, `approve_tnl_diff`, `verify` — let agents look up relevant contracts, propose contract edits, and verify implementations against them. Drop-in via `npx typed-nl init` for Claude Code, Codex, Gemini.
Code Execution
An MCP Server and VS Code Extension which enables (language agnostic) automatic debugging via breakpoints and expression evaluation.
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