by IBM
A central management point that unifies REST, MCP, and streamable HTTP endpoints, providing federated discovery, authentication, rate‑limiting, observability, virtual servers, and an optional admin UI for AI tools, prompts, and resources.
by playcanvas
Enables AI‑driven automation of the PlayCanvas Editor using language‑model commands through an MCP server.
by pinecone-io
Enable AI assistants to interact with Pinecone projects, allowing documentation search, index configuration, code generation, and data operations directly from development environments.
by patronus-ai
Provides a standardized interface for running powerful LLM system optimizations, evaluations, and experiments via the Model Context Protocol.
by paiml
Provides a deterministic MCP server environment for building and running code-generating agents, streamlining the development of agentic applications across multiple programming languages.
by oschina
Provides tools to interact with Gitee's API, enabling AI assistants to manage repositories, issues, pull requests, and notifications.
by optuna
Interact with Optuna APIs through Model Context Protocol, providing primitive functions for study management, trial suggestion, result reporting, visualizations, and a web dashboard.
by OpsLevel
Provides AIs with read‑only access to OpsLevel resources through the Model Context Protocol, enabling AI assistants to query actions, components, teams, and other platform data.
by nrwl
Provides a visual interface and AI‑enhanced workflows for managing Nx and Lerna monorepos directly inside editors.
by noditlabs
Provides AI models and agents with structured, multi‑chain blockchain context via a JSON‑RPC stdio interface, eliminating the need for custom node RPC handling or chain‑specific data parsing.
by ChromeDevTools
Provides coding agents with direct access to Chrome DevTools for browser automation, debugging, and performance analysis.
by nerve-hq
Implements an MCP server that connects Claude or other MCP‑compatible clients to the Nerve API, allowing AI assistants to invoke Nerve services such as search, email retrieval, and SaaS tool actions.
by nanovms
A server that enables DevOps workflows for unikernel development using the nanos/ops toolchain, exposing MCP endpoints for instance and image management.
by mapbox
Provides a Node.js server that implements the Model Context Protocol to expose Mapbox geospatial APIs such as geocoding, POI search, routing, travel‑time matrix, isochrones, and static map images for AI agents and applications.
by makenotion
Provides a remote Model Context Protocol server for the Notion API, enabling OAuth‑based authentication and offering token‑efficient tools tailored for AI agents.
by mailgun
Provides a Model Context Protocol server that enables AI clients to send emails and retrieve delivery statistics through the Mailgun API.
by liveblocks
Enables AI agents to invoke Liveblocks REST API endpoints for creating, modifying, and deleting rooms, threads, comments, notifications, and provides read‑only access to Storage and Yjs data structures.
by launchdarkly
Provides a Model Context Protocol server that enables AI clients to read and modify LaunchDarkly feature flags and AI Configs directly from their workflows.
by langfuse
Access and manage Langfuse prompts through the Model Context Protocol, enabling prompt discovery, retrieval, and compilation via MCP endpoints and compatible tool commands.
by landing-ai
Provides a lightweight side‑car that translates MCP tool calls into authenticated requests to Landing AI’s VisionAgent REST APIs, returning JSON responses and visual outputs for computer‑vision tasks.
by knocklabs
Enables integration of Knock's notification and management APIs into AI agent frameworks and Model Context Protocol clients, supplying ready‑made tools for OpenAI, Vercel AI SDK, LangChain, and custom MCP servers.
by jsdelivr
Provides LLMs with the ability to execute network measurement commands such as ping, traceroute, DNS, MTR, and HTTP across a global set of probes.
by jfrog
Provides repository management, build tracking, runtime monitoring, security scanning, and package catalog capabilities for the JFrog Platform via Model Context Protocol.
by jamsocket
Run AI-generated Python code securely in persistent, stateful sandboxes that can stay active indefinitely.
by its-dart
Provides AI-powered project management capabilities via a Model Context Protocol server, allowing assistants to create, list, update, and delete tasks and documents in Dart without directly handling the underlying API.
by intsig-textin
Extracts text and performs OCR on images, PDFs, and Microsoft Office documents, converts documents to Markdown, and retrieves structured key information in JSON format.
by membranehq
Provides actions for connected integrations on Integration.app, exposing tools through Model Context Protocol endpoints for static and dynamic usage.
by hunter-io
Integrates the Hunter API with any LLM provider supporting the MCP protocol, enabling natural‑language access to B2B people and company data.
by hashicorp
Provides integration with Terraform Registry APIs, enabling automation and interaction for Infrastructure as Code development via Model Context Protocol.
by grafbase
Provides a GraphQL federation gateway that composes multiple data sources into a unified graph with advanced governance, analytics, and performance features.
by gornskew
Enables AI agents to evaluate Lisp code, make HTTP requests, and interact with Lisp debuggers through a lightweight Lisply protocol, bridging Model Context Protocol clients with Lisp‑based backends.
by gleanwork
Runs a local MCP server to bridge Glean API with client applications, enabling quick testing and development.