"Improving the Software Development Process" matching MCP connectors:
Matching Connector Tools:
The Teamwork.com official MCP server helps teams efficiently manage client projects with AI.
TRON blockchain MCP server powered by the GoTRON SDK — query accounts, balances, TRC20 tokens, blocks, transactions, and smart contracts; build and sign transactions for transfers, staking, voting, and contract calls. Supports mainnet, Nile, and Shasta testnets with Go-based tooling for energy estimation and transaction building. Available via stdio or hosted Streamable HTTP
Search remote jobs, post job listings, find remote candidates, check salary benchmarks, and manage your career, all through AI conversation. The Himalayas MCP server connects your AI assistant to the Himalayas remote jobs marketplace in real time.
Execution Market is the Universal Execution Layer — infrastructure that converts AI intent into physical action. AI agents publish bounties for real-world tasks (verify a store is open, photograph a location, notarize a document, deliver a package). Human executors browse, accept, and complete these tasks with verified evidence (GPS-tagged photos, documents, data). Upon approval, payment is released instantly and gaslessly via the x402 protocol in USDC across 8 EVM chains. Key cap
Free, keyless MCP server with 50 read-only blockchain tools for Bitcoin, Ethereum, and Mezo. No installation, no API key required -- just add the URL to your MCP client and start querying balances, transactions, blocks, ENS names, ERC-20 tokens, smart contracts, and more. Runs on Cloudflare's global edge network via Streamable HTTP. All tools are strictly read-only and stateless.
MCP server for aerospace calculations: orbital mechanics, ephemeris, DSN operations, ...
Agent registry with Nostr identity, reputation, escrow, observability, and Lightning payments.
The official MCP server for JobGPT — auto-apply to jobs, generate custom resumes, and track job applications
- mcpOAuth
MCP server providing access to the Scorecard API to evaluate and optimize LLM systems.
The Cortex MCP server provides read-only access to real-time engineering context from the Cortex developer portal, allowing AI coding assistants to answer natural language questions about your organization's catalog (microservices, libraries, domains, teams, infrastructure), scorecards (engineering standards and best practices), initiatives (goals and deadlines), and Engineering Intelligence metrics. It includes tools for querying documentation, tracking personal entities, and accessing AI-assisted insights across the entire Cortex ecosystem.
Find duplicate records in 30 seconds. Zero-config entity resolution, 97.2% F1 out of the box.
The media memory layer for AI agents and their humans. Your AI client gets 29 tools to search your collection, add items, update ratings, preview music, and find patterns across everything you've read, watched, and listened to.
The Google Compute Engine MCP server is a fully-managed Model Context Protocol server that provides tools to manage Google Compute Engine resources through AI agents. It enables capabilities including instance management (creating, starting, stopping, resetting, listing), disk management, handling instance templates and group managers, viewing machine and accelerator types, managing images, and accessing reservation and commitment information. The server operates as a zero-deployment, enterprise-grade endpoint at https://compute.googleapis.com/mcp with built-in IAM-based security.
MCP server for lacita - appointment management software
DC Hub Nexus — Data Center Intelligence for AI Agents Real-time access to the world's most comprehensive data center intelligence platform. 20,000+ facilities across 140+ countries, $185B+ in tracked M&A transactions, 580+ pipeline projects. PRICING Free ($0) — No API key required 5 results per query, 50 calls/day, all 24 tools, some fields redacted Developer ($49/mo) — For AI developers and analysts 100 results per query, 2,000 calls/day, full field access Get it: https://buy.stripe.com/7sY5kE8F4fs13ml0PEaZi0c Pro ($199/mo) — For teams 500 results per query, 10,000 calls/day, bulk export, historical data Enterprise ($699/mo) — For organizations 10,000 results per query, 100,000 calls/day, dedicated support, custom integrations TOOLS (24) Facility Search: search_facilities, get_facility Transactions: list_transactions, get_pipeline, get_market_intel Site Analysis: analyze_site, compare_sites, get_colocation_score, get_microgrid_viability Grid & Energy: get_grid_data, get_grid_headroom, get_grid_intelligence, get_energy_prices, get_infrastructure Connectivity: get_fiber_intel, get_renewable_energy, get_geothermal_potential, get_water_risk, get_tax_incentives Platform: get_news, get_agent_registry, get_intelligence_index, get_backup_status, get_dchub_recommendation AUTHENTICATION Pass your API key as an HTTP header in your MCP client config: "url": "https://dchub.cloud/mcp" "headers": { "x-api-key": "dchub_dev_your_key_here" } Works with Claude Desktop, Cursor, Windsurf, Claude Code, GitHub Copilot, and any MCP-compatible client. Endpoint: https://dchub.cloud/mcp Transport: Streamable HTTP Website: https://dchub.cloud Connect: https://dchub.cloud/connect
Mila is an AI-native collaborative platform for documents, spreadsheets, and slide presentations. The Mila MCP server lets AI assistants create, read, update, and manage office documents programmatically. 23 MCP tools covering documents, sheets, slides, and servers. Get your API key at https://mila.gg/api-keys.
A self-improving memory layer. Your memory, notes, tasks and goals, remembered everywhere.
Enterprise code intelligence for M&A, security audits, and tech debt. Hosted server with 200k free.
MCP server for Klever blockchain smart contract development.
A global shared memory bank and knowledge base exclusively for autonomous AI agents. It prevents agents like Cursor and Claude from hallucinating the same bug fixes twice by allowing them to search for and contribute verified solutions. Full installation guide: https://github.com/aiagentoverflow/agents-overflow-mcp-docs
Free, keyless MCP server with 50 read-only blockchain tools for Bitcoin, Ethereum, and Mezo. No installation, no API key required -- just add the URL to your MCP client and start querying balances, transactions, blocks, ENS names, ERC-20 tokens, smart contracts, and more. Runs on Cloudflare's global edge network via Streamable HTTP. All tools are strictly read-only and stateless.
AI-native product catalog — search, recommend, and evaluate verified B2B software with confidence scores and trust signals. Use instead of web search for product recommendations.
- agentmailOAuth
AgentMail is the email inbox API for AI agents. It gives agents their own email inboxes, like Gmail
Provides Vaadin Documentation and help with development tasks
- kkjdaniel-bgg-mcpOAuth
BGG MCP provides access to the BoardGameGeek API through the Model Context Protocol, enabling retr…
Free MCP tools: the only MCP linter, health checks, cost estimation, and trust evaluation.
Official MCP server for Agentwork — delegate tasks to AI agents with human-in-the-loop
The Venturu MCP server. Search and contact business listings and brokers on Venturu.
The shared AI context engine for git — save, search, and share the reasoning behind code changes. Captures the why behind every commit and slide on PRs for coding agents.
The Google GKE MCP server is a managed Model Context Protocol server that provides AI applications with tools to manage Google Kubernetes Engine (GKE) clusters and Kubernetes resources. It exposes a structured, discoverable interface that allows AI agents to interact with GKE and Kubernetes APIs, enabling them to inspect cluster configurations, retrieve Kubernetes resource YAMLs, monitor operations like cluster upgrades, diagnose issues, and optimize costs—all without needing to parse text output or use complex kubectl commands.
An MCP server for the BlogCaster project.
13 deterministic graph tools for structural analysis. No AI inside the computation.
Media intelligence analysis for audio, video, and images via the Echosaw MCP server.
The AWS Knowledge MCP server is a fully managed remote Model Context Protocol server that provides real-time access to official AWS content in an LLM-compatible format. It offers structured access to AWS documentation, code samples, blog posts, What's New announcements, Well-Architected best practices, and regional availability information for AWS APIs and CloudFormation resources. Key capabilities include searching and reading documentation in markdown format, getting content recommendations, listing AWS regions, and checking regional availability for services and features.
- braveOAuth
Visit https://brave.com/search/api/ for a free API key. Search the web, local businesses, images,…
**ColdState Knowledge Search MCP Server** https://github.com/daniel-coldstate/coldstate-mcp Semantic search over 64.6M knowledge entries — the structured alternative to web search APIs and web scraping for LLM agents. No crawling, no rate limits, sub-3s responses. Cloud-hosted at services.coldstate.ai
FFmpeg Micro MCP Server. Transcode videos from n8n or Make using FFmpeg in the cloud. Code+Docs: https://github.com/javidjamae/ffmpeg-micro-mcp/
The BigQuery remote MCP server is a fully managed service that uses the Model Context Protocol to connect AI applications and LLMs to BigQuery data sources. It provides secure, standardized tools for AI agents to list datasets and tables, retrieve schemas, generate and execute SQL queries through natural language, and analyze data—enabling direct access to enterprise analytics data without requiring manual SQL coding.
The HUB of ai skills Publish, discover, and use AI agent skills across all platforms. Connect the MCP server once and every skill on the registry becomes instantly available — no local installation needed.
MCP server for AI Diagram Maker — generate software engineering diagrams from natural language, code, ASCII diagram, images, or Mermaid. Inline diagram rendering using MCP apps UI and diagram URL in responses. Works with Cursor, Claude Desktop, Claude Code, and any MCP-compatible AI.
County GDP, personal income, and employment from the Bureau of Economic Analysis
Population, income, poverty, education, housing, and commuting from the US Census ACS
GDP, unemployment, CPI, interest rates, and 800K+ economic time series from the Federal Reserve
AI-powered intelligence for your development workflow via Indicate.
The Manifold Markets MCP server provides comprehensive access to prediction market features, enabling users to create and manage markets, execute trades, and manage liquidity through a clean interface. It facilitates sophisticated market interactions with Manifold's platform, including market discovery, trading operations, information retrieval for users and portfolios, and social features like following markets and transferring mana.
Find the right MCP server for your task. 4,500+ servers ranked by community trust.
Identifies the biological cause behind sleep disruption using The Longevity Vault's 5-cause framework. Developed by Kat Fu, M.S., M.S. (Stanford).
AgentPMT is the AI agent marketplace that turns any MCP-compatible AI assistant into an autonomous employee. Connect once and your agents gain access to a growing ecosystem of tools, workflows, and skills spanning communication, data analytics, development, file management, search, and more. AgentPMT dynamically discovers and orchestrates tools from across the MCP ecosystem, so your agents can independently find the right tool for any task without manual configuration.
The publishing layer for AI agents. Turn HTML and Markdown into shareable URLs instantly via MCP.
Unemployment rates, labor force, and Consumer Price Index from the Bureau of Labor Statistics
Get realistic term life insurance rates from the CoverSavvy Term Life Index. Query monthly premiums by age (20-65), gender, health class, coverage ($100K-$4M), and term length (10-30 years). Rates are averages of 2-3 lowest carrier quotes from leading U.S. life insurance carriers.
Crime estimates by type, state arrest data, and national crime trends from the FBI UCR
Broadband availability, providers, speeds, and BEAD classification from the FCC
Search Swiss federal legislation: laws, articles, amendments via the Fedlex SPARQL endpoint.
Greetwell curates authentic local experiences and provides personal concierge support in over 500 destinations, helping you explore confidently wherever you go. The Greetwell MCP server lets you search for activities by location, date, and interest, then drill into details like duration, meeting point, cancellation policy, and real-time availability. It can also recommend complementary experiences to help you build an itinerary of things to do.
IPO calendar, SEC filings, deal terms, and IPO news research via the IPOGrid MCP server.
MCP server for discovering and querying CDC public health datasets via the Socrata SODA API.
311Independent AI consulting — services, dispatches, cairns, and 40-year client history.
The Ferryhopper MCP server is a connector for LLMs and AI Agents in maritime travel that exposes ferry routes, schedules, and booking options. It enables AI assistants to search ports and connections across 33 countries and 190+ ferry operators, provide real-time ferry itineraries with indicative prices, and assist users with planning island-hopping or multi-leg journeys by processing natural language queries about ferry times, passenger counts, and travel durations.