The library

bitbucket-mcp-server · Code review and PR workflows on Bitbucket Cloud or Server.

codacy-mcp · Continuous integration pipelines auditing code quality and security across teams.

icons8mpc · Generate icon assets for UI projects when needing massive, styled collections with style consistency.

gread · Equip agents to understand library source code and docs without web searches.

add-mcp · Bootstrap MCP setup across multiple agents uniformly without manual JSON editing.

tickerr-live-status · Route agent calls to cheapest/fastest available LLM model dynamically based on live pricing and failure signals.

mcp · Automate Azure infrastructure tasks (deploy VMs, manage databases, configure storage) within agent workflows.

mcp-malaysiatransit · Build Malaysia-specific transit assistance (ETA, fare estimates, route planning) for multi-modal journey queries.

mcp-gitlab · Integrate GitLab workflows (CI/CD, code review, issue tracking) into agent-driven development pipelines.

caveman-shrink · Reduce token cost of large MCP tool catalogs by 20-40% without changing tool semantics.

quantoracle · Enable agents to price derivatives and compute portfolio risk without external finance APIs.

client · Create browser-based MCP tool explorers and dashboards for non-technical users.

mcp · Use Genkit's multi-model orchestration with MCP tools as drop-in resource providers.

mcp-remote · Connect Claude Desktop or Cursor (stdio-only) to cloud-hosted MCP servers without client upgrade.

turbopuffer · Add semantic search to agent systems needing fast, scalable vector DB without managing infrastructure.

picoads · Monetize agent services by surfacing relevant sponsored content alongside answers.

mcp-man · Discover, understand, and test MCP servers without reading GitHub READMEs or guessing parameters.

mcp-adapters · Making MCP servers compatible with LangChain.js and LangGraph.js agents

notion-mcp-server · When you need notion-mcp-server capabilities in your MCP stack

social-superpowers · Live social media monitoring and sentiment analysis for AI agents

hlims-mcp · When you need hlims-mcp capabilities in your MCP stack

mcp-server · When you need mcp-server capabilities in your MCP stack

quantoracle · Fast, deterministic quant finance calculations for trading agents

mcp · When you need mcp capabilities in your MCP stack

tavily-mcp · Multi-mode web research (search, extract, map, crawl) for autonomous agents

sic-codes · Classifying UK businesses by Standard Industrial Classification codes

mcp-inspector · When you need mcp-inspector capabilities in your MCP stack

mcp-server-sfmc · When you need mcp-server-sfmc capabilities in your MCP stack

mcp · When you need mcp capabilities in your MCP stack

crypto-mcp · When you need crypto-mcp capabilities in your MCP stack

mcp-server-kubernetes · When you need mcp-server-kubernetes capabilities in your MCP stack

clickup-mcp-server · When you need clickup-mcp-server capabilities in your MCP stack

line-bot-mcp-server · Sending templated or flex messages to LINE users and broadcasting to all followers at scale.

agnost · Understanding MCP server usage patterns across different agents and user roles.

mcp-server · Scaffolding new UI5 apps and guiding AI agents through UI5 best practices and linting.

mcp-server · Wrapping existing OpenAPI/GraphQL APIs as MCP servers without reimplementing tools.

bushdrum-events · Querying live public event data by city with read-only MCP that requires no authentication.

commerce-mcp · Agent access to commercetools product catalogs, orders, and shopping cart management.

slack-mcp-server · Integrating Slack as a messaging and collaboration layer for agents with channel/thread support.

retell-sdk · Building conversational AI agents that handle phone calls end-to-end.

dynatrace-mcp-server · Real-time observability integration—querying metrics, entities, and incident data from Dynatrace.

neon-init · Setting up Neon database development in your editor without manual API key copy/paste.

fastmcp · Building production MCP servers without boilerplate from the official SDK.

mcp-server · Letting AI agents query and evaluate LaunchDarkly flags without CLI or API docs.

xcodebuildmcp · Automating iOS/macOS CI/CD without stepping through Xcode UI.

mcp · Letting AI agents design or modify Penpot files directly via natural language.

argocd-mcp · Enabling AI agents to check and sync Argo CD applications without kubectl access.

mcp-probe · Proving in CI that your MCP server actually works on real tool calls, not just schemas.

sdk · Integrating metered billing and usage tracking into SaaS applications.

sdk · Validating MCP server functionality and performance across unit + integration + eval layers.