MCP servers
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Metrxmetrxbots2Track AI agent costs, detect waste, optimize models, and prove ROI. 23 MCP tools for LLM cost tracking, provider arbitrage, budget enforcement, and revenue attribution.tablebridgeMichael-WhiteCapData2Query a folder of CSV / Parquet / JSON files with SQL via DuckDB — read-only and sandboxed; scattered files become one queryable source.WhiteCapData-DevMichael-WhiteCapData2Operate a k3s / Kubernetes cluster from your AI agent — health, logs, and guarded restart/scale/delete; safe by default with a read-only switch and namespace allowlist.SECfinAPImichalperni11-gif2SEC filings hold every US public company's financials — but they're in XBRL, which is painful to parse. I built **SECfinAPI** to standardize them into clean JSON, and an **MCP server** so AI assistants can use them directly.ArcaneMikeCase2MCP Server for interacting with the Arcane APIWeb Whiteboardmikewei2A web-based whiteboard for displaying output from Chatbots and LLMs.DevBrainmimeCam2Finds relevant code snippets, developer articles, and blog posts based on your queries.Librarianmlziade2A server to query Wikipedia and automatically fact-check information for any LLM with a compatible MCP client.ToolPiperModelPiper2300+ MCP tools for macOS, all on-device — local AI inference, voice, vision, browser automation, and system control.Modexia-mcpModexia2The financial infrastructure for autonomous AI. Equips Claude and other agents with secure, programmable USDC smart accounts (ERC-4337). Tools exposed: get_balance, transfer_usdc, get_history. Features: Abstracted gas fees (Paymasters), native USDC settlement on Base, and strict developer-defined spending limits (Policy-as-Code) to eliminate LLM hallucination liability.Figmamohammeduvaiz2Connects to the Figma API, allowing AI tools to access and interact with your Figma designs.LimadataMoifek2Real-time data enrichment API for agentic AI, recruiting tech, and GTM teams.AI Agent withmoises-paschoalick2An AI agent using the Model Context Protocol (MCP) with a Node.js server providing REST resources for users and messages.boe-mcpmoureauf2Live Bank of England data over MCP — base rate (current, history, stats), any IADB series (SONIA, FX, mortgage rates), and MPC meeting dates. No auth required.PrivacyScrubber PII Maskermoxno2Zero-Trust Data Sanitization (ZTDS) local PII and secrets scrubber for secure LLM pipelines.X AlgorithmMrChartist2Tweet scoring and optimization using X's actual algorithm weights - 22 engagement signals, 18 safety filters, diversity penalty calculator, and 11 research tools.Dooraymskim87172Manage schedules using the Dooray API. Requires API key, member ID, and calendar ID to be configured.MultiMailmultimail-dev2Email for AI agents. Send and receive as markdown with human oversight.MultiversXmultiversx2Interact with the MultiversX blockchain for wallet creation, balance fetching, and token management.Pharo NeoConsolemumez2Evaluate Pharo Smalltalk expressions and get system information via a local NeoConsole server.chat-recallmunhq2One searchable memory across Claude Code, Gemini, Codex, OpenCode, Antigravity and Cursor sessions.Aikountmutonby2Contabilidad española con IA: emite facturas, registra gastos por OCR, concilia el banco y prepara el Modelo 303 desde Claude, Cursor o ChatGPT.Crawlforgemysleekdesigns228 MCP-native web tools for Claude, Cursor, and any MCP client: scrape and crawl to clean Markdown or schema-driven JSON, extract with CSS selectors or plain English, check real Google organic rank, parse documents, monitor page changes, run multi-source deep research, and hand an ▎ autonomous agent a prompt with no URLs. LLM extraction defaults to local Ollama — no LLM key, nothing leaves your machine. MIT licensed. 1,000 free one-time credits, no card.MCP Chatbotnaakaarafr2An intelligent chatbot for automating tasks like browser control, web searches, and travel planning.signer-mcpnamixai2Keyless CEX/DEX signing for AI agents — exchange API keys stay inside an AWS Nitro Enclave, so a prompt-injected agent can't leak them. Binance, OKX, Bybit, KuCoin, Hyperliquid, Asterdex.China Weathernanchengjiumeng2Query weather information and meteorological warnings for Chinese cities using the QWeather API.Africa's Talking Airtimenasoma2Interact with Africa's Talking airtime service and store transaction data in a local SQLite database.CuepreciseNattentia2Search long YouTube videos by speech, speakers, captions, and visual frames, with evidence-linked timestamps.GameCode MCP2navicore2A Model Context Protocol (MCP) server for tool integration, configured using a tools.yaml file.MemHeavennazar2562Self-hosted remote MCP memory server for ChatGPT and AI agents.Chess.com MCP (interactive views)nbialk2Chess.com player, game, and daily-puzzle tools where each tool ships its own interactive React view — board replays and a playable puzzle widget, not just text. Built with Skybridge for ChatGPT & Claude.PinRAGndjordjevic2Cited RAG MCP: PDFs, GitHub, YouTube, Discord exports, local files, one shared index.FastAPI-MCPnguyendinhsinh3612A zero-configuration tool to automatically expose FastAPI endpoints as MCP tools.MongoDBnickiiitu2Interact with MongoDB databases using natural language to query collections, inspect schemas, and manage data.OpenGATEnickjlamb2Deterministic grounding checks for RAG and document-QA answers: required facts present, every number traceable to the context, and abstention when the context cannot answer. No LLM judge.StudyDiffnickjlamb2Explains why two scientific papers disagree: extracts each study's design, shows where they differ, and grounds every claim in a verbatim quote from the source. Built-in worked examples run with no API key.MCP Java Dev Toolsnimbly-dev2Bridges agentic coding tools and live Java runtime behavior through a lightweight sidecar agent.pdfnativeNizoka2Local-first PDF engine for AI agents. Zero-dep TypeScript, PDF/A, signatures, 800+ pages/sec.Obsidian Nexusnkriman2Connects directly to your local Obsidian vault for seamless note management and data organization.lit-forge-mcpnoblabs210 zero-auth developer utilities (JSON, regex, JWT, base64, hash, UUID, timestamp, YAML/JSON, cron) exposed as MCP tools,companion to lit-forge.com.Assistantnodlab2An MCP server that dynamically loads tools from an external JSON file configured via an environment variable.Normatianormatia2AI-native platform that automates Spanish building code compliance and technical regulations for the AECO sectormcp-code-sanitizernotasandy2Strict AI code reviewer powered by Groq. Finds bugs, SQL injections, hardcoded secrets and vulnerabilities. Scores code 0–100 with concrete fixes.gurddynovvoo2his repository contains a fully functional MCP (Model Context Protocol) server, providing solutions for Constraint Satisfaction Problems (CSP) and Linear Programming (LP). It is based on the gurddy package and supports solving a variety of classic problems.MCP Snowflake Server NSPnsphung2A Snowflake MCP server — SQL queries, schema exploration, and data insights for AI assistantsCapacities MCP EnhancedNyrest2An enhanced MCP server for Capacities API 2.0 with full CRUD, precise block editing, Markdown support, file uploads, and API key pooling.xctoolsnzrsky2🍎 MCP server for Xcode's xctrace, xcrun, xcodebuild.Ghostoculairmedia2Interact with the Ghost blogging platform using the Model Context Protocol (MCP) with Server-Sent Events (SSE) support.Scout Intelomniologynow-rgb2Business & market intelligence for AI agents — 7 tools, 8 data sources, structured JSONmnemeOnourImpram2Local-first memory across sessions where Markdown files stay the source of truth and the search index is a rebuildable artifact.