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Protocol for communicating between LLMs and applications
The Model Context Protocol (MCP) is an open standard and open-source framework introduced by Anthropic in November 2024 to standardize the way artificial
Model_Context_Protocol
Large language model and AI chatbot by Anthropic
"connectors" to external tools using its Model Context Protocol, and Files API. It classified Opus 4 as a "Level 3" model on the company's four-point safety
Claude_(language_model)
American artificial intelligence company
Claude 4. It also introduced new API capabilities, including the Model Context Protocol (MCP) connector. The company hosted its inaugural developer conference
Anthropic
Autonomous artificial intelligence agent
agents. Several protocols have been proposed for standardizing inter-agent communication, with examples including the Model Context Protocol, Gibberlink,
AI_agent
Software engineering agent developed by OpenAI
integration that let users move between Figma and Codex through Figma's Model Context Protocol server, connecting interface design and code implementation. In
Codex_(AI_agent)
Open-source software
repositories, Model Context Protocol (MCP) servers, and web applications. It also provides access control and security for artificial intelligence models and computing
Teleport_(software)
Platform for building AI from enterprise data
agreements involving MindsDB. The platform can additionally operate as a Model Context Protocol (MCP) server, allowing MCP-compatible developer tools to access
MindsDB
Open protocol for communication between AI agents
(JWTs), and OpenID Connect. A2A is often discussed alongside the Model Context Protocol (MCP). MCP focuses on connecting agents to tools and data sources
Agent2Agent
Global Shipping Software & Technology Company
limits for professional sellers. In April 2026, Easyship released a Model Context Protocol (MCP) server, an open standard introduced by Anthropic in late 2024
Easyship
Platform) is a B2B SaaS platform. It is among the first to support the Model Context Protocol (MCP), an open standard enabling seamless integration of AI agents
FuseBase
American cloud integration platform company
$5.7 billion valuation. In 2026, Workato launched its Enterprise Model Context Protocol (MCP) platform, enabling AI agents from tools such as Claude and
Workato
British legal technology company
partnership with the AI agent platform Wordsmith, utilising the Model Context Protocol (MCP) to enable automated contract review workflows. This was followed
Juro_(company)
Open-source framework for building IDEs
adaptable and transparent AI coding assistant and integrates the Model Context Protocol (MCP) and Claude Code. While Eclipse Theia incorporates certain
Eclipse_Theia
Generative AI chatbot by OpenAI
users in the GPT Store. In September 2025, OpenAI added support for Model Context Protocol (MCP) to ChatGPT apps. When enabled in developer mode, this allows
ChatGPT
Code intelligence platform
Code reviewing software Intelligent code completion Generative AI Model Context Protocol Hoyt, Ben (2020-08-17). "Searching code with Sourcegraph". LWN.net
Sourcegraph
Topics referred to by the same term
expansion card for the Macintosh; see A/ROSE Model Context Protocol, a standard for applications to provide context to LLMs Mode control panel, an instrument
MCP
Open source search engine
with Model Context Protocol (MCP) integration. OpenSearch 3.5, released in February 2026, added agentic conversation memory, hook-based context management
OpenSearch_(software)
JSON-based wire protocol for remote procedure calls
RPC protocol SOAP - a messaging protocol JSON-WSP - a JSON-RPC inspired protocol with a service description specification Model Context Protocol - uses
JSON-RPC
American online learning platform
a "skills mapping" feature. In August 2025, Udemy launched its Model Context Protocol (MCP) server, which embeds training into enterprise and employee
Udemy
Indian financial technology company
on Google's Agent Payment Protocol (AP2) and designed to integrate with multiple Payment Aggregators' Model Context Protocols (MCPs). PayCentral.ai allows
AvenuesAI
Online collaborative vector graphics editor
integrations with both Anthropic's Claude Code and OpenAI's Codex via the Model Context Protocol, allowing engineers to iterate between design and code environments
Figma
American enterprise software company
lifecycle management and governance to autonomous AI entities and Model Context Protocol (MCP) servers, treating them as registered corporate identities
JumpCloud
German privacy and consent management company
York–based MCP Manager, a provider of a governance platform for the Model Context Protocol (MCP). The terms of the deal were not disclosed. Usercentrics has
Usercentrics
Python project for creating natural language interfaces
interacting with an AI assistant. Every instance functions as a Model Context Protocol (MCP) server allowing websites to make their content discoverable
NLWeb
AI research laboratory
Science. Anthropic Cohere Glossary of artificial intelligence Imagen Model Context Protocol Robot Constitution "DeepMind Technologies Limited overview - Find
Google_DeepMind
Form of automated electronic commerce
transports, and support for Agent Payments Protocol (AP2), Agent2Agent (A2A), and Model Context Protocol (MCP). The use of autonomous agents in commerce
Agentic_commerce
Real-time observability platform
Since version 2.6.0, Netdata agents and parents implement the Model Context Protocol (MCP), and since version 2.9.0 Netdata Cloud also functions as an
Netdata
Computer communications protocol
Typically, the delivery protocol operates at an equal or higher level in the layered model than the payload protocol. A tunneling protocol may, for example,
Tunneling_protocol
functionality through natural language interfaces, built on Anthropic's Model Context Protocol (MCP). Axiory.ai allows users to execute trades, retrieve live market
Axiory
American cloud based enterprise software company
including large language models, to access and interact with NetSuite data and workflows. It uses the Model Context Protocol (MCP) to provide a standardized
NetSuite
American software company
Netwrix became the first data security company to launch an MCP (Model Context Protocol) server, introducing agentic AI capabilities to cybersecurity operations
Netwrix
The Gateway Control Protocol (Megaco, H.248) is an implementation of the media gateway control protocol architecture for providing telecommunication services
H.248
American advertising and technology company
accompanied by the introduction of the first Claude Skills and the Model Context Protocol (MCP) integration, enabling AI agents to interact directly with
Taboola
Unit of information transmitted over a computer network
packet, irrespective of its payload type. In the context of packet switching data networks, a protocol data unit (PDU) is best understood in relation to
Protocol_data_unit
AI agent developed by Ola Krutrim
exceeding 90%. Kruti connects to company databases and APIs via the Model Context Protocol and presents responses as summaries, tables, or narratives adapted
Kruti
seconds without server configuration. It operates based on the Model Context Protocol (MCP) open standard, enabling server creation, domain connection
Cafe24
Proprietary database management system
Oracle Autonomous Database, or simply as Oracle) is a proprietary multi-model database management system produced and marketed by Oracle Corporation.
Oracle_Database
Computer network management and monitoring protocol
Simple Network Management Protocol (SNMP) is an Internet Standard protocol for collecting and organizing information about managed devices on IP networks
Simple Network Management Protocol
Simple_Network_Management_Protocol
Decentralized social networking protocol
The AT Protocol (Authenticated Transfer Protocol, pronounced "at protocol", commonly shortened to ATproto or "ATP") is a protocol and set of open standards
AT_Protocol
available, and especially after Anthropic's late 2024 introduction of Model Context Protocol (MCP), a standardised way for LLM agents to gain contextual awareness
Agent_verification
Non-profit technology consortium to develop the Linux operating system
product ecosystem. To establish the group, Anthropic is donating its Model Context Protocol (MCP), Block is donating Goose (an open source agent framework)
Linux_Foundation
System for exchanging messages between computing systems
first use of the term protocol in a modern data communication context occurs in April 1967 in a memorandum entitled A Protocol for Use in the NPL Data
Communication_protocol
Combining data from multiple sources
integrate their apps with other apps and more recently with [MCP - Model Context Protocol] taking it a step further for AI Agents. Data integration plays
Data_integration
Collaborative multilingual knowledge graph
search tool, allowing plain-language queries, and supports the Model Context Protocol standard that makes the data more readily available to AI systems
Wikidata
Voice-over-IP communications protocol
communication over LTE networks through VoLTE. SIP is a text-based protocol modeled on the structure of HTTP and SMTP, enabling interoperability and integration
Session_Initiation_Protocol
HTTP extension supporting TLS encryption
Hypertext Transfer Protocol Secure (HTTPS) is an extension of the Hypertext Transfer Protocol (HTTP). It uses encryption for secure communication over
HTTPS
Load- and performance-testing framework
completed test runs, highlighting anomalies and regressions. A Model Context Protocol (MCP) server allows compatible AI coding agents to configure and
Gatling_(software)
WYSIWYG rich text editor
to connect their own LLMs and use additional tools via the MCP (Model Context Protocol) CKEditor 4 is fully compatible with most web browsers, including
CKEditor
Computer network protocol
the Message Session Relay Protocol (MSRP) is a protocol for transmitting a series of related instant messages in the context of a communications session
Message Session Relay Protocol
Message_Session_Relay_Protocol
API design and testing platform
and gRPC. In 2025, Apidog introduced functionality related to the Model Context Protocol (MCP) server and tools for integration with external AI systems
Apidog
Protocol for agreeing on a cryptographic key
A protocol can be evaluated for success only in the context of its goals and attack model. An example of an adversarial model is the Dolev–Yao model. In
Key-agreement_protocol
Computer science debate
The first use of the term protocol in a modern data-communication context occurs in an April 1967 memorandum A Protocol for Use in the NPL Data Communications
Protocol_Wars
Type of machine learning model
117M parameter sized) GPT-2 model has had twelve attention heads and a context window of only 1k tokens. Autoregressive models, such as GPTs, are trained
Large_language_model
Structured method for writing natural language requirements
the approach to other AI coding assistants through plugins and Model Context Protocol (MCP) servers that expose EARS-based spec-driven workflows. EARS
Easy Approach to Requirements Syntax
Easy_Approach_to_Requirements_Syntax
Distributed application structure in computing
are defined in a communications protocol. All protocols operate in the application layer. The application layer protocol defines the basic patterns of the
Client–server_model
Application layer protocol
the screen in a web browser. HTTP is a request–response protocol in the client–server model. A transaction starts with a client submitting a request
HTTP
The X Window System core protocol is the base protocol of the X Window System, which is a networked windowing system for bitmap displays used to build
X_Window_System_core_protocol
Cryptographic protocols for securing data in transit
is a cryptographic protocol designed to provide communications security over a computer network, such as the Internet. The protocol is widely used in applications
Transport_Layer_Security
Data Scientist
artificial intelligence (AI), specifically within the context of the new Model Context Protocol (MCP). The project formally introduces the Iceberg Index
Santanu Bhattacharya (data scientist)
Santanu_Bhattacharya_(data_scientist)
Principal protocol used to stream data across an IP network
The Transmission Control Protocol (TCP) is one of the main protocols of the Internet protocol suite, providing reliable, ordered, and error-checked delivery
Transmission_Control_Protocol
Anthropic, and Ollama as large language model providers. It integrates external tools through the Model Context Protocol (MCP) and communicates through a built
JobRunr
Computer networking protocol
The Point-to-Point Protocol over Ethernet (PPPoE) is a network protocol for encapsulating Point-to-Point Protocol (PPP) frames inside Ethernet frames.
Point-to-Point Protocol over Ethernet
Point-to-Point_Protocol_over_Ethernet
Internet protocol used for error messages in network operations
The Internet Control Message Protocol (ICMP) is a supporting protocol in the Internet protocol suite. It is used by network devices, including routers
Internet Control Message Protocol
Internet_Control_Message_Protocol
Large language model by Meta AI
reasoning, and to increase its context window. Regarding scaling laws, Llama 3 models empirically showed that when a model is trained on data that is more
Llama_(language_model)
File format for encoding linked data
is based on the concept of a "context" that maps JSON object properties to concepts in an ontology using an RDF model. In order to map the JSON-LD syntax
JSON-LD
Digital credentials following W3C open standards
Examples include: Aries RFC 0036: Issue Credential Protocol 1.0., and Aries RFC 0037: Present Proof Protocol 1.0 David W Chadwick, Romain Laborde, Arnaud Oglaza
Verifiable_credentials
Software development process
model; instead it divides a large system into bounded contexts, each of which have their own model. Under domain-driven design, the structure and language
Domain-driven_design
Transport layer computer network protocol
QUIC (/kwɪk/) is a general-purpose transport layer network protocol initially designed by Jim Roskind at Google. It was first implemented and deployed
QUIC
Clinical Context Object Workgroup standard committee (CCOW) which has created a standardized protocol enabling applications to function in a 'context aware'
Context_management
Content of a message excluding headers and metadata
Point-to-Point Protocol (PPP) frames, Fibre Channel frames, and V.42 modem frames. In computer programming, the most common usage of the term is in the context of
Payload_(computing)
Open protocol for creating interoperable Web service APIs
In computing, Open Data Protocol (OData) is an open protocol that allows the creation and consumption of queryable and interoperable Web service APIs in
Open_Data_Protocol
Large language model developed by Google
and capable model than 1.0 Ultra. Changes include a new architecture, a mixture-of-experts approach, and a larger one-million-token context window. The
Gemini_(language_model)
Cryptographic Internet protocol
The Certificate Management Protocol (CMP) is an Internet protocol standardized by the IETF used for obtaining X.509 public-key certificates in a PKI. CMP
Certificate Management Protocol
Certificate_Management_Protocol
Principal protocol used to assign IPv4 addresses on an IPv4 network
The Dynamic Host Configuration Protocol (DHCP) is a network management protocol used on Internet Protocol (IP) networks for automatically assigning IP
Dynamic Host Configuration Protocol
Dynamic_Host_Configuration_Protocol
Method of network communication where requests are sent by the publisher
as an example of attention theft. BlazeDS BOSH (protocol) Channel Definition Format Client–server model Comet (programming) File transfer GraniteDS HTTP/2
Push_technology
Computer task-sharing protocol
The Contract Net Protocol (CNP) is a task-sharing protocol in multi-agent systems, introduced in 1980 by Reid G. Smith. It is used to allocate tasks among
Contract_Net_Protocol
Software-based endpoint of network communications
the TCP/IP protocols in the development of the Internet, the term network socket is most commonly used in the context of the Internet protocol suite, and
Network_socket
Serial communications protocol
networking protocol. It was originally designed for use with programmable logic controllers (PLCs), but has become a de facto standard communication protocol for
Modbus
Data modeling language
Generation (YANG, /jæŋ/) is a data modeling language for the definition of data sent over network management protocols such as the NETCONF and RESTCONF
YANG
Extension of a private network across a public one
packet switching. In a protocol stack, often constructed per the OSI model, communications functions are divided into protocol layers, where each layer
Virtual_private_network
Medical protocol for child euthanasia
The Groningen Protocol is a medical protocol created in September 2004 by Eduard Verhagen, the medical director of the department of pediatrics at the
Groningen_Protocol
Blockchain protocol
semi-synchronous model. A team at Cornell University discussed Ouroboros Praos and their own provably secure proof-of-stake protocol called Snow White
Ouroboros_(protocol)
Family of large language models by Google
the SigLIP vision encoder. Every model has a context length of 128K, with the exception of Gemma 31B, which has a context length of 32K. Quantized versions
Gemma_(language_model)
interchange format and protocol under development by the OASIS XDI Technical Committee. The name comes from the addressable graph model XDI uses: every node
XDI
The XML Protocol ("XMLP") is a standard being developed by the W3C XML Protocol Working Group to the following guidelines, outlined in the group's charter:
XML_Protocol
Network that allows computers to share resources and communicate with each other
2026-06-02. the first occurrence in print of the term protocol in a data communications context ... the next hardware tasks were the detailed design of
Computer_network
capabilities of an IoT device or service with its offered data model and functions, protocol usage, and further metadata. Using Thing Descriptions help reduce
Thing_Description
3GPP protocol
Packet Forwarding Control Protocol (PFCP) is a 3GPP protocol used on the Sx/N4 interface between the control plane and the user plane function, specified
PFCP
Field that applies systematic methods for developing communication protocols
more general context of software engineering can also be used of the development of protocols, for instance model checking for protocol verification,
Protocol_engineering
X protocol C language binding library
XCB (X protocol C-language Binding) is a library implementing the client side of the X11 display server protocol. XCB is written in the C programming
XCB
Series of language models developed by Google AI
previous models, BERT is a deeply bidirectional, unsupervised language representation, pre-trained using only a plain text corpus. Context-free models such
BERT_(language_model)
Open standard for authorization
the OAuth Core protocol was issued to address this issue. In January 2013, the Internet Engineering Task Force published a threat model for OAuth 2.0.
OAuth
Computer networking model
higher-layer applications. In the context of the Internet, the spanning layer is commonly identified with the Internet Protocol (IP). Constraining the waist
Hourglass_model
Communication system in a service-oriented architecture
client-server model, wherein any application may behave as server or client. ESB promotes agility and flexibility with regard to high-level protocol communication
Enterprise_service_bus
Desktop run remotely from local device
(PCoIP) – a proprietary protocol used by VMware (licensed from Teradici) Remote Desktop Protocol (RDP) – a Windows-specific protocol featuring audio and remote
Remote_desktop_software
Network routing scheme based on labels identifying paths
paths between endpoints. MPLS can encapsulate packets of various network protocols and supports a range of access technologies, including T1/E1, ATM, Frame
Multiprotocol_Label_Switching
to the original book. An important concept in the context of state machines is the execution model of run-to-completion. That means that an actor is processing
Real-Time Object-Oriented Modeling
Real-Time_Object-Oriented_Modeling
Application programming interface
Interface (CIMI) Model and RESTful HTTP-based Protocol The Cloud Infrastructure Management Interface (CIMI) Model and RESTful HTTP-based Protocol Specification
Cloud Infrastructure Management Interface
Cloud_Infrastructure_Management_Interface
Concept in computer science
traffic that is generated by the protocol. Other factors may include memory usage and the size of messages. Varying models of computation may define a "consensus
Consensus_(computer_science)
Interconnecting different types of computer networks
Layer (Layer 3) of the model. The Internet Protocol Suite, also known as the TCP/IP model, was not designed to conform to the OSI model and does not refer
Internetworking
MODEL CONTEXT-PROTOCOL
MODEL CONTEXT-PROTOCOL
Surname or Lastname
English (Devon)
English (Devon) : unexplained.
Girl/Female
Arabic, Muslim
Example; Model; Demo
Boy/Male
Anglo Saxon
Wealthy.
Boy/Male
Muslim
Model, Example
Girl/Female
Hebrew
From the tower.
Boy/Male
Gujarati, Hindu, Indian, Kannada, Marathi
Enjoyment
Boy/Male
Latin
Swarthy.
Girl/Female
Czech, Czechoslovakian, Danish, Finnish, German, Hebrew, Irish, Jewish, Polish
Friend; Beautiful; Model of Righteous Convert; Friendship
Boy/Male
Muslim
Sample, Model, Paragon
Girl/Female
Christian & English(British/American/Australian)
Model or Pattern
Boy/Male
Arabic, Muslim
Model; Example
Female
Yiddish
(×”Ö¸×דֶעל) Pet form of Yiddish Hode, HODEL means "myrtle tree."
Boy/Male
Egyptian
To model.
Girl/Female
Hindu, Indian, Traditional
Model; Idea
Boy/Male
Arabic, Muslim
Sample; Model; Paragon
Girl/Female
British, English, German, Russian
Supper
Male
Yiddish
Pet form of Yiddish Mordche, MOTEL means "devotee of Marduk."Â
Boy/Male
Australian, French
Famous Ruler
Surname or Lastname
English (Surrey)
English (Surrey) : unexplained. Compare Moad.
Surname or Lastname
English
English : from an Old German personal name, Godilo, Godila.German (Gödel) : from a pet form of a compound personal name beginning with the element gÅd ‘good’ or god, got ‘god’.Variant of Godl or Gödl, South German variants of Gote, from Middle High German got(t)e, gö(t)te ‘godfather’.Jewish (Ashkenazic) : from the Yiddish male personal name Godl, a pet form of God, a variant of biblical Gad.
MODEL CONTEXT-PROTOCOL
MODEL CONTEXT-PROTOCOL
Boy/Male
Indian, Punjabi, Sikh
One who Loves God
Girl/Female
Arabic
Eve
Female
Welsh
Welsh name LLINOS means "greenfinch (bird)."
Surname or Lastname
English (Cornwall)
English (Cornwall) : unexplained.
Boy/Male
Afghan, Arabic, Muslim, Pashtun
Good News; Glad Tidings
Surname or Lastname
English (mainly northern)
English (mainly northern) : from Anglo-Norman French pel ‘stake’, ‘pole’ (Old French piel, from Latin palus), a nickname for a tall, thin man. It may also have been a topographic name for someone who lived by a stake fence or in a property defended by one, or a metonymic occupational name for a builder of such fences. Compare Pallister.Dutch : habitational name from places so called in North Brabant (where there is also a district called De Peel) and Dutch Limburg, from De Peel in Ravels, Antwerp province, or from Pedele in Kaggevinne and in Adorp, Brabant.German : possily a habitational name from a lost or unidentified place name.German : perhaps an altered spelling of Piel or Piehl.
Boy/Male
Tamil
Buzzing of a bee, Humming
Girl/Female
Arabic, Egyptian
Honest
Boy/Male
Indian
Pilgrimage site km from city mecca
Surname or Lastname
English and Scottish (Galloway)
English and Scottish (Galloway) : nickname for someone who affected a particular hairstyle, from Middle English croket ‘large curl’ (Old Norman French croquet, a diminutive of croque ‘curl’, ‘hook’).Scottish : Anglicized form of Gaelic Mac Riocaird ‘son of Richard’ (see Richard).
MODEL CONTEXT-PROTOCOL
MODEL CONTEXT-PROTOCOL
MODEL CONTEXT-PROTOCOL
MODEL CONTEXT-PROTOCOL
MODEL CONTEXT-PROTOCOL
n.
That which contents or satisfies; that which if attained would make one happy.
pl.
of Content
n.
Area or quantity of space or matter contained within certain limits; as, solid contents; superficial contents.
n.
Concert of voices; concord of sounds; harmony; as, a concent of notes.
n.
Prevailing popular custom; fashion, especially in the phrase the mode.
v. t.
To struggle for; to contest.
n.
Anything which serves, or may serve, as an example for imitation; as, a government formed on the model of the American constitution; a model of eloquence, virtue, or behavior.
a.
Suitable to be taken as a model or pattern; as, a model house; a model husband.
v. t.
To plan or form after a pattern; to form in model; to form a model or pattern for; to shape; to mold; to fashion; as, to model a house or a government; to model an edifice according to the plan delineated.
n. pl.
See Content, n.
a.
Convex on both sides; double convex. See under Convex, a.
n.
Something intended to serve, or that may serve, as a pattern of something to be made; a material representation or embodiment of an ideal; sometimes, a drawing; a plan; as, the clay model of a sculpture; the inventor's model of a machine.
v. t.
To context.
a.
Of or pertaining to a mode or mood; consisting in mode or form only; relating to form; having the form without the essence or reality.
n.
An expression of assent to a bill or motion; an affirmative vote; also, a member who votes "Content.".
v. i.
To make a copy or a pattern; to design or imitate forms; as, to model in wax.
n.
Quarrel; contention; contest.
v. t.
To connect.
n.
An act or expression denoting contempt.
n.
Manner of doing or being; method; form; fashion; custom; way; style; as, the mode of speaking; the mode of dressing.