Find and compare the best Artificial Intelligence software for Model Context Protocol (MCP) in 2026
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Use the comparison tool below to compare the top Artificial Intelligence software for Model Context Protocol (MCP) on the market. You can filter results by user reviews, pricing, features, platform, region, support options, integrations, and more.
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Moonchild
Moonchild
$12.75 per monthMoonchild is an innovative workspace designed for AI-driven product design, transforming requirements, briefs, and preliminary ideas into polished interface screens and interactive prototypes ready for production. Rather than beginning with a blank slate, teams can simply paste a Product Requirements Document (PRD) to create comprehensive multi-screen user flows, investigate various design possibilities, and evaluate the reasoning behind each option. Its chat-enabled infinite canvas allows for swift iterations, visual modifications, UX troubleshooting, and AI-guided assessments focused on hierarchy, accessibility, and design consistency. Moreover, Moonchild can seamlessly integrate with existing design systems by importing components and tokens from platforms like Figma, GitHub, or even live websites, ensuring that the generated screens adhere to established visual guidelines instead of resulting in generic user interfaces. Designers have the flexibility to fine-tune the outcomes and export their work to Figma, while product managers benefit from early visualizations of requirements, enabling them to spot any potential gaps before the development phase begins. This integrated approach fosters collaboration and enhances the overall efficiency of the product design process. -
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YoFont
YoFont
$7YoFont is an innovative AI-driven font creator that transforms your textual descriptions into fully functional, installable typefaces. You simply describe the desired style, and YoFont meticulously designs every glyph, weight, and language variation, incorporating kerning adjustments and providing a platform for you to fine-tune the outcome. The end product is easily exportable as legitimate TTF and OTF files across 19 different languages, eliminating the need for drawing, scanning, or using templates. This versatile tool is accessible as a web application, a REST API, and can also be integrated with MCP servers for Claude Code, Cursor, and Codex, making it suitable for various creative workflows. You'll find that creating unique fonts has never been more straightforward and efficient. -
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Shapes
Shapes
$8 per monthShapes serves as a comprehensive HR platform where all aspects of employee management are consolidated, enabling AI agents to handle administrative tasks efficiently while allowing teams to easily create customized tools through simple descriptions. By centralizing all personnel data, Shapes empowers users to construct dashboards, visualizations, trackers, simulators, and workflows using everyday language, which can then be disseminated throughout the organization. The AI agents not only provide assistance but also manage complete processes such as onboarding, reporting, employee support, offboarding, and leave management, leveraging contextual company information to highlight areas requiring attention. In addition to these features, it offers a people directory, time-off management, attendance tracking, surveys, document handling with e-signatures, performance evaluation, growth tracking, workflows, and people analytics. Teams are equipped to formulate policies, automate payroll calculations based on working hours, store handbooks and procedures, gather signatures, monitor goals, evaluate performance, and transform employee data into actionable insights powered by AI. Furthermore, with Shapes, organizations can streamline their HR functions, enhancing collaboration and efficiency across all teams. -
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Code Fundi
Code Fundi
$21 per monthCode Fundi serves as an advanced codebase intelligence platform that equips AI agents, engineering teams, and applications with a comprehensive and searchable map of software repositories. Rather than depending on tools like grep, basic embeddings, or fragmented documentation, it efficiently ingests a repository via a URL or GitHub, systematically maps files, functions, dependencies, and logical flows, eliminates unnecessary boilerplate, and transforms the output into a token-optimized format suitable for AI context windows. Additionally, its Blast-Radius Guard feature identifies which files, services, and downstream behaviors might be impacted prior to any code modifications, aiding teams in avoiding silent regressions and potential production failures. The Universal Search capability enables lightning-fast semantic queries across a single repository or multiple codebases, empowering users to discover implementation patterns, analyze architectural differences, scrutinize authentication or testing methods, and track how code operates across various projects, thus enhancing overall code comprehension and collaboration. This comprehensive toolset makes Code Fundi an invaluable asset for modern software development. -
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AgentSky
AgentSky
$3 per monthAgentSky is a comprehensive platform that offers agent-as-a-service solutions for deploying persistent, always-active AI agents in the cloud, eliminating the need for Mac minis, extensive setups, or any infrastructure management. Users are able to select an agent harness, such as Claude Code, Codex, Hermes, or OpenClaw, pair it with an appropriate model, enhance its capabilities, and initiate it effortlessly with a single click. These agents are accessible through various platforms including WhatsApp, iMessage, Telegram, Slack, Discord, web chat, the A2A protocol, and the CLI, ensuring consistent history, tools, and state across different communication channels. Additionally, local setups of Claude Code, Codex, or OpenClaw can be seamlessly transferred to the cloud, maintaining all instructions, model configurations, and MCP servers while avoiding the transfer of sensitive information like secrets, API keys, or session history. Every agent operates as a managed worker featuring a durable state, ongoing history tracking, snapshots, backups, restoration capabilities, and an isolated sandbox environment that starts up with only the tools that are attached, ensuring both security and efficiency. This innovative approach allows for greater flexibility and scalability in deploying AI solutions tailored to user needs. -
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Pokee-Isaac
Pokee AI
$0.15 per 1M tokensThe Pokee-Isaac text-only agentic model features an impressive context window capable of accommodating up to 10 million tokens. This model is engineered to facilitate reasoning, planning, tool invocation, and the execution of extensive tasks, all while being compact enough for deployment within a Virtual Private Cloud (VPC), on customer premises, on a workstation, or directly on devices. According to Pokee, Isaac excels in long-context performance across the RULER benchmarks, effectively handling token ranges from 256K to 10M and outperforming competitors in multi-needle retrieval tests at 256K, 512K, and 1M tokens. Its agentic framework is specifically designed for reliable function calling, maintaining coherence over multiple turns, executing in real-shell environments, and the ability to discover and integrate tools across live Multi-Cloud Platforms (MCP) servers. In controlled assessments by Pokee, Isaac secured the top position on BFCL v4 and τ³-bench, while placing second in the Terminal-Bench 2.1 text-only subset and third in MCP-Atlas. Furthermore, security evaluations using the DTAP method indicated that it achieved the lowest overall attack success rate in the comparative analysis, all while demonstrating robust performance on benign tasks. This combination of features underscores Isaac's capability as a versatile and secure model in various operational environments. -
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AgentScan
AgentScan
$59/year AgentScan is a no-cost, deterministic security scanner specifically designed for evaluating AI agent skills. It meticulously inspects a skill directory, which includes platforms like Claude Code, Codex, OpenCode, and MCP servers, for various vulnerabilities such as prompt injection, hidden secrets, network activity, malware signatures, and obfuscation techniques prior to installation. Each identified issue is accompanied by specific file:line references and an associated confidence score. The tool operates without executing the skill or uploading any data, functioning entirely offline. Being free and open-source under the MIT license, it also offers the Trust Pack feature, which facilitates the addition of 90 pre-audited skills with a single command. This ensures users can enhance their security measures efficiently. -
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Superset
Superset
FreeSuperset functions as a powerful IDE designed for managing various terminal coding agents, such as Claude Code and Codex, simultaneously. Each individual task operates within its own isolated git-worktree, allowing you to easily switch between agents when they require your focus. Additionally, it features automation scheduling, support for remote hosts, a comparison viewer, and an MCP server. For those interested in exploring its capabilities, the source code can be found on GitHub. This makes it an invaluable tool for developers looking to enhance their productivity and streamline their workflow. -
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ToolRouter
ToolRouter
$0Empower your AI capabilities with ToolRouter, where you can seamlessly connect Claude, ChatGPT, Grok, Gemini, Cursor, Copilot, or another compatible AI to access a vast array of over 226 real tools designed for creation, searching for individuals, and information retrieval. ToolRouter offers a hosted MCP gateway alongside a searchable catalog of tools, all accessible through a single API key and a collective usage-based credit system. While free tools incur no costs, paid options begin at just $0.005 per use, and you can enhance your experience with optional Lite and Plus plans that provide additional monthly credits and increased usage limits. This system not only maximizes the potential of connected AIs but also simplifies the management of resources and costs for users. With ToolRouter, you can expand your AI's functionality and efficiency like never before. -
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Birta
Birta
$20/month Birta serves as a platform for hosting and publishing websites that utilize AI agents and chat functionalities. Users can easily link AI tools such as Claude, ChatGPT, Codex, or Cursor with just a single connection, enabling them to publish and modify their sites straight from the chat interface without the need for complex server setups, build pipelines, or continuous integration processes. The platform offers robust features including secure hosting, a comprehensive version history, a simple one-click rollback option, support for custom domains, automatic HTTPS encryption, visitor analytics, lead collection capabilities, and the ability to manage multiple projects alongside MCP integration for seamless operations. This makes Birta a versatile choice for anyone looking to streamline their web development experience while leveraging advanced AI technologies. -
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Mindcase
Mindcase
$19.99 per monthMindcase offers a suite of web data APIs tailored for AI agents, allowing developers to easily obtain structured information from over 25 publicly available sources via specialized endpoints. This eliminates the need for users to create and manage separate web scrapers, as they can utilize pre-existing APIs for well-known platforms like LinkedIn, Instagram, Facebook, X, TikTok, Reddit, YouTube, Google Maps, Amazon, Airbnb, Booking.com, Yelp, Indeed, and Shopify. Each API is meticulously crafted for a particular function, such as extracting LinkedIn profiles and employee information, gathering social media posts and their engagement metrics, locating Google Maps locations with associated ratings and contact information, or accessing data on products and marketplaces. Users have the flexibility to initiate runs from the web console, by using the developer API, through prompt copying, or by integrating Mindcase with AI agents and coding environments via MCP. The web console not only allows users to access the available APIs but also provides insights into run history, API keys, returned records, and details of the execution process. This comprehensive setup ensures that developers can seamlessly integrate diverse data sources into their applications without the hassle of complex implementations. -
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epho
epho
$0.00013 per GiB per hourEpho transforms coding agents into a versatile API, enabling developers to execute Claude Code, Codex, or OpenCode in secure cloud sandboxes via a singular HTTP endpoint. Users can submit prompts, select a harness and model, link repositories and files, connect to MCP servers, and provide environment variables or provider credentials; Epho will then initiate the environment, replicate the code, integrate the necessary tools, and stream the agent's progress in real-time. The system supports both synchronous runs, which can deliver live events, tool calls, edits, final outputs, and artifacts, as well as asynchronous execution featuring polling and webhooks. Importantly, chat sessions are persistent, allowing subsequent interactions to continue from the same filesystem, checkout, agent session, system prompt, model, and MCP setup, even in the absence of the original sandbox. It accommodates private repositories from GitHub, GitLab, and Bitbucket, with agents capable of reading code, implementing changes, executing tests, and refining errors similarly to a local environment. Furthermore, every event is securely stored, ensuring that interrupted streams can reconnect seamlessly without any loss of data during a run. This robust architecture not only enhances productivity but also fosters a more efficient coding workflow. -
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Usermode
Usermode
£2,500 (AI Readiness Audit)Many enterprise AI initiatives struggle due to their inability to access data stored within operational systems. Usermode addresses this challenge by integrating your existing systems—such as ERP, property management, inspection databases, and Microsoft 365—through custom MCP integrations. It then implements a controlled network of specialized agents focused on various tasks, including credit control, compliance, management accounts, and bid writing, which operate seamlessly across channels like email, WhatsApp, and Teams. Each action is governed by a deny-by-default policy engine, requiring prior approval for any communication, while a tamper-evident ledger meticulously records all activities. Currently, it is actively utilized in property management and industrial inspection, overseeing more than 3,300 residential units. Notably, all intellectual property remains under your ownership, ensuring complete control over your innovations. This approach not only enhances operational efficiency but also fortifies security and compliance protocols. -
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Keenable
Keenable
Keenable operates as a standalone web search infrastructure tailored for AI laboratories, inference frameworks, agents, and developers seeking quick and reliable access to real-time web content. The Search API equips AI entities with an extensive index comprising over 100 billion documents, specifically designed for rapid retrieval with performance fine-tuned for demanding production agent tasks. Agents are enabled to search through web pages and obtain page content via a REST API, MCP server, or command-line interface, all under a single account and API key. Continuously striving for excellence, Keenable assesses and enhances search quality through its NEEDLE benchmark, which evaluates retrieval efficiency across various search providers and aligns results with an oracle ranking derived from aggregated outcomes. For expansive AI tasks, the platform offers dedicated search capacity alongside options for cloud and on-premises deployment. Additionally, its Time Machine feature enhances retrieval capabilities by allowing users to conduct searches across historical webpage versions, offering a comprehensive view of past content. This dual focus on current and historical data positions Keenable as a versatile tool for modern AI applications. -
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Dead Simple Email
Dead Simple Email LLC
$29/month (100 inboxes) Dead Simple Email offers an email API that provides genuine email inboxes for AI agents and automated workflows. With just a single API call, users can set up an inbox and communicate using real email addresses via REST or standard IMAP/SMTP protocols, while receiving replies formatted as structured webhooks. Incoming messages undergo a prompt injection check prior to delivery, and users can access a dashboard that displays the complete history of communications for each agent. The service begins with a free plan that includes 5 inboxes, with an option to upgrade to 100 inboxes for $29 per month, charging based on the number of inboxes rather than the number of users. This flexibility makes it an appealing choice for businesses looking to integrate email functionality seamlessly into their automated systems. -
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Qwen3.8-Flash-Next
Alibaba
$2 per 1M (input)Qwen3.8-Flash-Next represents an open-weight multimodal Mixture-of-Experts architecture and serves as an initial glimpse into the design intended for Qwen4. This model strategically enhances attention mechanisms, residual pathways, embeddings, and optimization techniques to boost its capabilities, improve computational efficiency, expand model capacity, and ensure training stability. Its innovative hybrid architecture merges Gated DeltaNet, which adeptly compresses past information, with Qwen Sparse Attention, enabling the selection of significant context at a micro-block level to lessen both attention and indexing costs associated with lengthy sequences. The Gated Residual feature broadens the residual pathway into four streams, dynamically managing the flow of information across different layers. Additionally, the N-gram Embedding integrates large-scale local-pattern memory with minimal added computation per token, and it can be transferred to host memory for further efficiency. The model is structured around a 125B-parameter main network supplemented by 51B parameters dedicated to N-gram embeddings, activating only 6B parameters for each token processed. This sophisticated framework highlights the ongoing advancements in machine learning architectures, setting a promising stage for future developments. -
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Ninjō
Ninjō
$150 per monthNinjō is an innovative AI platform designed specifically for marketing agencies, efficiently managing direct messages across their entire client base, qualifying leads, pitching offers, finalizing sales, offering customer support, nurturing potential clients, and overseeing outbound communications via SMS and WhatsApp. Each agency can develop a personalized AI agent for every client, ensuring that the agents communicate in the specific tone of the client and comprehend their unique offerings, all while being able to oversee operations from a single dashboard, whether catering to a few clients or managing hundreds. These agents are capable of functioning across various platforms including Instagram, WhatsApp, Telegram, Facebook, TikTok, Skool, and Slack, enabling agencies to automate conversations and appointment scheduling without the need to handle each inbox manually. With integrated playbooks and templates that draw from practical usage, teams can rapidly deploy proven sales and support processes. Additionally, Ninjō seamlessly connects with Claude and ChatGPT through its MCP, empowering users to create agents, fine-tune prompts, analyze workflows, and generate comprehensive reports. This integration not only enhances the efficiency of communication but also provides valuable insights to further refine marketing strategies. -
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Mentionry
Mentionry
$79 per monthMentionry is an innovative AI-driven platform designed for SEO and link-building that evaluates whether your brand is recognized by answer engines when potential customers pose pertinent inquiries. It meticulously documents the sources referenced in these answers and identifies opportunities for enhancing your visibility. The system allows you to schedule prompts against various supported answer engines, preserving not just the complete answer text but also every cited URL, brand mention, and search query utilized. By analyzing these recorded responses, Mentionry calculates metrics such as visibility, share of voice, and average ranking, while categorizing cited domains into owned, operated, and earned sources to help teams understand which mentions they can actively influence. Additionally, Mentionry proactively seeks out actionable opportunities, including requests from journalists, resource directories, unlinked brand mentions, relevant registries, competitor mentions, podcast features, speaking engagements, and pages that link to defunct resources. Each identified opportunity undergoes a screening process to ensure its reach and relevance before it is presented to the user, thus maximizing the chances of effective engagement. This comprehensive approach equips brands with valuable insights that can significantly enhance their online presence. -
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Dial
Dial
$3 per monthDial is an advanced communication framework for AI agents that allows software to possess its unique phone identity, enabling it to manage voice calls, SMS, and WhatsApp messaging through a single REST API, MCP server, CLI, or SDK. This innovative system reimagines a traditional telephone stack, which was initially designed for human users, incorporating elements like SIM cards, carrier agreements, handsets, and verification processes, so that autonomous agents can operate without the need for specialized hardware or manual carrier setups. With Dial, agents can acquire a legitimate phone number, execute AI-driven voice calls for tasks such as making reservations, confirming appointments, or following up, while also utilizing live transcription services with the option to transfer to a human operator if necessary. Furthermore, Dial facilitates two-way SMS and WhatsApp communication, handles inbound calls and messages, and incorporates AI receptionist functionality along with streamed incoming events. Agents are also equipped to receive SMS verification codes for workflows that require phone authentication and can programmatically respond to various communication events, enhancing their operational efficiency and capabilities. This versatility positions Dial as a crucial tool in the evolving landscape of AI communication. -
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Databricks Genie One
Databricks
Databricks Genie One serves as an intelligent AI assistant designed for business users, offering a centralized platform to pose inquiries, analyze dashboards, utilize enterprise knowledge, and implement actions driven by AI that is rooted in organizational data. Users have the ability to inquire using everyday language and obtain contextually relevant responses that encompass both structured data from Databricks and unstructured knowledge sources, all without needing to write SQL queries or rely on an analyst's assistance. The Genie Ontology feature automatically constructs and enhances a dynamic knowledge graph that captures business terminology, entities, and key performance indicators, thereby providing insights and actions that reflect a unified business context. Additionally, Genie One streamlines workflows by automating tasks such as scheduling, tracking changes, drafting documents, storing reusable skills, and initiating updates across various platforms including email, Jira, and Slack. Furthermore, it accommodates custom Databricks Apps, AI/BI dashboards, boasts over 100 connectors, integrates with external sources like Google Drive and Salesforce, and employs MCP to incorporate Genie into a wider array of business applications. This comprehensive functionality empowers users to harness data more effectively, facilitating decision-making processes and enhancing productivity across the organization. -
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TabPFN-3.5
Prior Labs
TabPFN-3.5 is an advanced foundation model specifically designed for achieving top-tier predictions on structured data, making it highly effective for a variety of tasks such as churn analysis, fraud detection, pricing strategies, demand forecasting, and risk assessment, thus enabling teams to utilize a single model for diverse applications. The model seamlessly processes data in its original form, adeptly managing issues like missing values, outliers, categorical data, multi-table datasets, free text features, and thousands of unique identifiers without requiring any encoding, while also accommodating numerous measurements per row. Users have the convenience of inputting raw data without the need for extensive feature engineering or preprocessing, allowing them to obtain high-quality, production-ready predictions immediately after the initial prediction call. Notably, TabPFN-3.5 generates predictions in a single forward pass, striking an optimal balance between accuracy and speed, and is optimized for quick inference, which is crucial for latency-sensitive predictive applications. Furthermore, it can efficiently handle large-scale datasets of up to one million rows natively and boasts a remarkable 20 times faster inference speed compared to its predecessors, making it a significant advancement in the field. This combination of efficiency, versatility, and performance positions TabPFN-3.5 as a powerful tool for data scientists and organizations seeking to leverage structured data effectively. -
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Step 5 Preview
StepFun
$0.04 per inputStep 5 Preview represents the pinnacle of StepFun’s offerings for agentic tasks, tailored specifically for real-world applications in both software engineering and professional knowledge domains, excelling particularly in financial contexts. The model is equipped to handle inputs of text, images, and videos while boasting a substantial 1M-token context window, which is ideal for tasks that necessitate extensive information, tool usage, and ongoing progress towards achieving specific deliverables. It possesses the ability to scrutinize lengthy documents, integrate various source materials, and utilize conversation histories for effective cross-document question answering and organizing research. In the realm of programming and software development, it is proficient in multiple programming languages and capable of assisting with debugging, code modifications, verification processes, and the generation of tests. Furthermore, its advanced multi-step agent functionalities empower applications to access tools for information retrieval, document processing, in-depth research, and the creation of analytical reports. Additionally, the model's multimodal comprehension allows for the synthesis of images, videos, and text, enabling tasks such as analyzing charts and answering questions based on screenshots. Ultimately, this comprehensive capability suite positions Step 5 Preview as an invaluable asset for professionals across various sectors. -
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Probie
Probie, Inc.
$0/month/ per user Probie assists software development teams in uncovering ways to enhance their customers' experiences. It automatically detects issues such as friction points, missed conversion chances, and bugs, and then provides you with suggested solutions for review. From repeated clicks and malfunctioning forms to failed requests and endless loading screens, Probie reveals problems that users may face but often do not report. By linking your website and GitHub repository, Probie analyzes what went wrong, pinpoints the pertinent code, and creates a pull request with a proposed fix for your team to evaluate. Your developers can then review the modifications and decide which changes to implement. You can easily get started with a simple script, by installing the JavaScript SDK from npm, or by integrating your current Sentry reports. Probie effectively transforms real user feedback into practical enhancements, enabling teams to devote less time to identifying issues and more time to creating superior products. Furthermore, by prioritizing user experience, Probie fosters a culture of continuous improvement within software teams. -
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Qwairy
Qwairy
€79/month Qwairy is an innovative generative engine optimization (GEO) platform designed to reveal how AI assistants discuss your brand, the references they utilize, and the competing brands they suggest. It keeps a close watch on various AI platforms such as ChatGPT, Google AI Overviews, AI Mode, Perplexity, Gemini, Claude, Copilot, Grok, Mistral, and DeepSeek, spanning multiple markets and languages. You can track the inquiries made by your potential customers while monitoring the visibility, sentiment, and citations associated with each engine and market, even down to specific query extensions, shopping results, and sponsored advertisements. Once the analysis is complete, Qwairy provides actionable recommendations. It identifies subjects where your competitors have a presence while you do not, composes citation-ready briefs, uncovers backlink possibilities from AI-cited sources, and ensures that AI crawlers can access your essential web pages. To evaluate the effectiveness of your strategies, Qwairy monitors AI crawler engagement, AI-driven referral traffic, and the corresponding revenue, integrating seamlessly with Search Console, GA4 connectors, a REST API, and an MCP server. Brands and agencies can easily get started by signing up for a complimentary plan that includes an initial allocation of 120 credits, making it accessible for various users. Additionally, this platform enhances brand visibility and competitiveness in a rapidly evolving digital landscape. -
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PostSider
PostSider
$20/month PostSider is an innovative platform designed for social media management, scheduling, and publishing tailored for creators, teams, agencies, developers, and AI agents alike. It allows users to manage and schedule their content across more than 30 social networks using a unified calendar, enabling the customization of posts for various platforms, efficient organization of publishing queues, team collaboration, implementation of approval workflows, and monitoring of analytics across different platforms. Additionally, PostSider features a REST API, a TypeScript/Node.js SDK, webhooks, and a specialized MCP server that facilitates the secure creation, scheduling, and publishing of social media content by AI agents such as ChatGPT, Claude, Codex, and Cursor, among others that are compatible with MCP. The platform boasts numerous features, including automated queues for streamlined posting, effective media management tools, post previews for better visual representation, bulk CSV import capabilities, customizable templates, comprehensive analytics, AI-driven post verification and rewriting tools, multiple user roles for collaborative efforts, and secure encrypted connections for social media accounts. With these capabilities, PostSider empowers users to enhance their social media strategies while maintaining security and efficiency.
