🏆 156 AI SYSTEMS EVALUATED

THE AI TRUST
DIRECTORY

Independent, evidence-based trust evaluations
for 100+ AI models, agents, and tools.

One team's untested AI is another team's security incident.

156
AI SYSTEMS
83
AVG SCORE
156
IDEAS TO STEAL
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Showing 156 results

Claude Fable 5

2026

Anthropic's new top-tier model above Opus and the first generally available Mythos-class model. State-of-the-art on nearly all tested benchm...

92 EXCEPTIONALmodel
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Anthropic

Claude Opus 4.8

2026

Anthropic's flagship Opus model with state-of-the-art long-horizon agentic execution, knowledge work, and memory. 84% on Online-Mind2Web, dy...

92 EXCEPTIONALmodel
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Anthropic

Claude Opus 4.6

Anthropic's frontier Opus released February 2026 with 80.8% SWE-bench Verified, breakthrough 68.8% ARC-AGI-2 abstract reasoning, adaptive th...

92 EXCEPTIONALmodel
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Anthropic

Claude Opus 4.5

SUPERSEDED: no longer Anthropic's most capable model — succeeded by Opus 4.6, 4.7, 4.8 (2026-05-28) and Claude Fable 5 (2026-06-09, new top ...

92 EXCEPTIONALmodel
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Anthropic

Claude Opus 4.1

Anthropic's most powerful model with state-of-the-art reasoning, ASL-3 safety level, and exceptional performance on complex tasks. Flagship ...

92 EXCEPTIONALmodel
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Anthropic

Claude Opus 4

Anthropic's most powerful model released May 2025. Exceptional reasoning, coding (72.5-79.4% SWE-bench in high-compute), and agentic capabil...

92 EXCEPTIONALmodel
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Anthropic

GPT-OSS-120B

OpenAI's first open-weight model released August 2025. 117B total params (5.1B active), Apache 2.0 license. Matches o4-mini on many benchmar...

92 EXCEPTIONALmodel
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OpenAI

GPT-OSS-20B

OpenAI's edge-optimized open-weight model released August 2025. 21B total params (3.6B active), Apache 2.0 license. Matches o3-mini despite ...

92 EXCEPTIONALmodel
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OpenAI

MCP Time Server

Official MCP reference server for time and timezone operations. Provides AI models with current time information, timezone conversions, date...

92 EXCEPTIONALmcp
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Anthropic

Claude Opus 4.7

2026

Previous-generation Opus flagship, superseded by Opus 4.8. 64.3% SWE-Bench Pro and 94.2% GPQA Diamond at launch. First Claude with high-reso...

91 EXCEPTIONALmodel
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Anthropic

Claude Sonnet 4.6

Anthropic's best speed/intelligence balance — the value workhorse for agentic and production workloads at $3/$15 per 1M tokens, with a 1M to...

91 EXCEPTIONALmodel
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Anthropic

GPT-5.5

OpenAI's current flagship (codename 'Spud') and first fully retrained base model since GPT-4.5. ~1.05M context, 85.0% ARC-AGI-2, 93.6% GPQA ...

91 EXCEPTIONALmodel
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OpenAI

GPT-5.4

OpenAI's previous-generation flagship (superseded by GPT-5.5 in April 2026). Headline native computer use with 75% OSWorld-Verified, ~33% fe...

91 EXCEPTIONALmodel
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OpenAI

GPT-5.2

SUPERSEDED by GPT-5.4 (2026-03-05) and GPT-5.5 (2026-04-23, current OpenAI flagship). Still served, with 400K context window, 100% AIME 2025...

91 EXCEPTIONALmodel
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OpenAI

Gemini 3.1 Pro

2026

Google's GA flagship reasoning model with 77.1% ARC-AGI-2 (2.5x Gemini 3 Pro), 94.3% GPQA Diamond, 2887 Elo on LiveCodeBench Pro, and 1M tok...

91 EXCEPTIONALmodel
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Google

Claude Sonnet 4.5

State-of-the-art AI model with exceptional coding capabilities, extended thinking, and strong safety features. Best-in-class for software de...

90 EXCEPTIONALmodel
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Anthropic

Claude Sonnet 4

Anthropic's Claude Sonnet 4 model released May 2025 with exceptional coding capabilities and advanced reasoning. Hybrid model with extended ...

90 EXCEPTIONALmodel
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Anthropic

Claude Haiku 4.5

Anthropic's fastest model released October 2025. Best coding performance (73.3% SWE-bench) at 1/3 cost and 2x speed of Sonnet 4. First Haiku...

90 EXCEPTIONALmodel
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Anthropic

GPT-5.2 Codex

DEPRECATED: superseded by GPT-5.3-Codex (2026-02-05); gpt-5.2-codex API shuts down 2026-07-23. Historically OpenAI's specialized coding mode...

90 EXCEPTIONALmodel
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OpenAI

Gemini 3 Pro

Former Google flagship, superseded by Gemini 3.1 Pro (GA 2026-02-19; ARC-AGI-2 77.1% vs 31.1%). Still served, with 1M token context, 1501 LM...

90 EXCEPTIONALmodel
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Google

Amazon Bedrock Agents

Fully managed AWS service for building and deploying generative AI agents with orchestration, memory, knowledge bases, and action groups. No...

90 EXCEPTIONALagent
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Amazon Web Services

GPT-5.3-Codex

OpenAI's agentic coding specialist: ~80% SWE-bench Verified, 77.3% Terminal-Bench, SOTA on SWE-Bench Pro at release, ~25% faster than GPT-5....

89 STRONGmodel
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OpenAI

GPT-5.1

SUPERSEDED by GPT-5.2/5.4/5.5 (GPT-5.5 is the current flagship); gpt-5.1-chat-latest and gpt-5.1-codex variants shut down in the API 2026-07...

89 STRONGmodel
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OpenAI

GPT-5

OpenAI's latest flagship model with unified thinking capabilities, multimodal understanding, and enhanced reasoning. Successor to GPT-4o ser...

89 STRONGmodel
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OpenAI

OpenAI o1

DEPRECATED: o1 variants and o1-pro shut down in the API on 2026-10-23; already removed from ChatGPT (o1-preview/o1-mini removed in 2025). Mi...

89 STRONGmodel
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OpenAI

Gemini 3.5 Flash

2026

Google's GA 'frontier workhorse' launched at I/O 2026. Beats Gemini 3.1 Pro on agentic and coding suites (76.2% Terminal-Bench 2.1, 83.6% MC...

89 STRONGmodel
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Google

Gemini 3 Flash

Google's efficiency model with Pro-level performance at 1/4 the price. 78% SWE-bench (beats Pro), 1M context, 3x faster than 2.5 Pro. Thinki...

89 STRONGmodel
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Google

Gemini 2.5 Pro

Google's latest flagship with 2M token context window, Deep Think mode for complex reasoning, and native multimodal capabilities. Best-in-cl...

89 STRONGmodel
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Google

Llama 4 Maverick

Meta's flagship open-source model with 400B parameters, native multimodal capabilities, and state-of-the-art performance. Best-in-class open...

89 STRONGmodel
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Meta

Amazon Lex

AWS managed conversational AI service for building chatbots and voice assistants with automatic speech recognition (ASR) and natural languag...

89 STRONGagent
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Amazon Web Services

Gemini Enterprise Agent Platform (formerly Vertex AI Agent Builder)

REBRANDED: at Cloud Next (April 2026) Vertex AI Agent Builder became the Gemini Enterprise Agent Platform (APIs unchanged), following Agents...

89 STRONGagent
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Google Cloud

Semantic Kernel Agent

MAINTENANCE MODE: Semantic Kernel now receives bug/security fixes only and is superseded by the Microsoft Agent Framework (1.0 GA on 2026-04...

89 STRONGagent
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Microsoft

Azure Bot Service

Microsoft's enterprise bot development platform integrated with Azure AI services. Provides comprehensive tools for building, testing, deplo...

88 STRONGagent
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Microsoft

Google Dialogflow CX

Google's advanced conversational AI platform for building sophisticated virtual agents with visual flow design, state management, and enterp...

88 STRONGagent
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Google Cloud

Glean AI

Enterprise AI platform for work that unifies information across business tools and applications. Provides intelligent search, knowledge disc...

88 STRONGagent
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Glean Technologies Inc.

OpenAI o3

DEPRECATED: the o3 family is being retired — o3-deep-research shuts down 2026-07-23 and o3-mini's API shuts down 2026-10-23; migration targe...

87 STRONGmodel
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OpenAI

OpenAI o3-mini

DEPRECATED: o3-mini's API shuts down 2026-10-23; migration target is GPT-5.5. Historically an efficient reasoning model from OpenAI achievin...

87 STRONGmodel
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OpenAI

OpenAI o4-mini

DEPRECATED: removed from ChatGPT 2026-02-13; o4-mini API shuts down 2026-10-23 (o4-mini-deep-research shut down 2026-07-23); migrate to GPT-...

87 STRONGmodel
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OpenAI

Gemini 2.0 Flash

SHUT DOWN: Google shut down the Gemini 2.0 Flash family on 2026-06-01; the model is no longer served via the Gemini API. Historically a fast...

87 STRONGmodel
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Google

Llama 3.1 405B

Meta's largest open-source model with 405 billion parameters, offering complete transparency, self-hosting capabilities, and competitive per...

87 STRONGmodel
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Meta

Command A+

2026

Cohere's Apache 2.0 open-weight 218B sparse MoE (25B active) unifying Command A, A Reasoning, A Vision, and A Translate. Runs on 2xH100 or a...

87 STRONGmodel
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Cohere

Amazon Nova 2 Lite

2025

Amazon's cost-efficient Nova 2 workhorse model, GA on Amazon Bedrock since re:Invent 2025. Offers three thinking-intensity levels, a built-i...

87 STRONGmodel
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Amazon (AWS)

Nemotron Ultra 253B

Massive 253B parameter model from NVIDIA's Llama-3.1-based Nemotron line, now superseded: NVIDIA discontinued this line in favor of the nati...

87 STRONGmodel
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NVIDIA

IBM Watson Assistant

IBM's enterprise-grade conversational AI platform powered by Watson AI. Combines natural language understanding, dialog management, and inte...

87 STRONGagent
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IBM

Salesforce Einstein Bots

TRANSITIONING: Einstein Copilot was retired and absorbed into Agentforce (Jan 2025, Spring '25 release), and Salesforce is steering Einstein...

87 STRONGagent
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Salesforce

Kore.ai

Enterprise-grade agentic AI platform for designing, deploying, managing, and scaling AI agents across business operations. Offers no-code bu...

87 STRONGagent
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Kore.ai Inc.

Make AI

Visual automation platform with AI capabilities for building no-code intelligent workflows. Integrates AI models with 1500+ app connections ...

87 STRONGagent
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Make (Integromat)

Nova Pro

SUPERSEDED by the Nova 2 family announced at re:Invent 2025-12-02 (Nova 2 Lite GA; Nova 2 Pro/Omni in preview), though the original Nova Pro...

86 STRONGmodel
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Amazon

Zapier AI Actions

No-code automation platform with AI actions for connecting AI models to 6000+ apps. Enables building intelligent automations and AI-powered ...

86 STRONGagent
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Zapier

GPT-4.1

OpenAI's flagship GPT-4.1 model offering strong general-purpose capabilities across diverse tasks. The standard choice for production applic...

85 STRONGmodel
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OpenAI

Llama 4 Behemoth

Meta's announced 2T-total/288B-active parameter Llama 4 teacher model that was NEVER RELEASED. It remains 'announced, not released' as of Ju...

85 STRONGmodel
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Meta

Llama 4 Scout

Meta's efficient Llama 4 model optimized for speed and resource efficiency. Designed for edge deployment and cost-sensitive applications req...

85 STRONGmodel
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Meta

Llama 3.3 70B

Meta's powerful 70B parameter Llama 3.3 model offering strong performance with open-source flexibility and an excellent balance of capabilit...

85 STRONGmodel
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Meta

Qwen3.5

Alibaba's Apache-2.0 flagship open model: Qwen3.5-397B-A17B, a hybrid MoE with 512 experts (397B total / 17B active) that is natively multim...

85 STRONGmodel
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Alibaba

Mistral Large 3

2025

Mistral AI's open-weight flagship released December 2025 under Apache 2.0: a sparse MoE (675B total / 41B active) multimodal model with ~256...

85 STRONGmodel
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Mistral AI

OpenAI Assistants API

DEPRECATED: the Assistants API will be sunset on 2026-08-26 (roughly 2.5 months away); OpenAI directs users to the Responses API plus Conver...

85 STRONGagent
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OpenAI

Microsoft AutoGen

MAINTENANCE MODE: AutoGen now receives bug/security fixes only and is superseded by the Microsoft Agent Framework (1.0 GA on 2026-04-03), th...

85 STRONGagent
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Microsoft Research

GPT-4o

DEPRECATED: removed from ChatGPT 2026-02-13; the gpt-4o-2024-05-13 snapshot's API shuts down 2026-10-23. Historically OpenAI's flagship mult...

84 STRONGmodel
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OpenAI

OpenAI o1-mini

DEPRECATED: o1-mini (with o1-preview) was removed from the OpenAI API in 2025 and from ChatGPT; remaining o1 variants shut down 2026-10-23. ...

84 STRONGmodel
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OpenAI

DeepSeek-V3.2

DeepSeek's ~685B-parameter MoE flagship with DeepSeek Sparse Attention (DSA) for dramatically cheaper long-context inference. The V3.2-Speci...

84 STRONGmodel
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DeepSeek

DeepSeek-R1

DeepSeek's standalone reasoning model, now superseded and discontinued as a product line. Its reasoning capabilities were folded into DeepSe...

84 STRONGmodel
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DeepSeek

OpenAI Agents SDK

Production-ready multi-agent orchestration framework built around agents, handoffs, guardrails, and tracing. Open-source (MIT) successor to ...

84 STRONGagent
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OpenAI

Microsoft Agent Framework

Open-source SDK and runtime for building AI agents and graph-based multi-agent workflows in .NET and Python. Merges AutoGen and Semantic Ker...

84 STRONGagent
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Microsoft

Strands Agents

Open-source, model-driven AI agent SDK from AWS, used internally by Amazon Q Developer. Takes a lightweight model-first approach with MCP an...

84 STRONGagent
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Amazon Web Services

n8n AI Agent

Fair-code workflow automation platform with AI agent capabilities. Visual workflow builder integrating AI models, tools, and 400+ app integr...

84 STRONGagent
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n8n

Pydantic AI

Type-safe Python agent framework from the creators of Pydantic. Reached v1.0 stable on 2025-09-04 with a formal API stability commitment and...

84 STRONGagent
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Pydantic

Stripe MCP Server

Stripe's official MCP server from the open-source agent toolkit. Exposes tools for customers, products, prices, payment links, invoices, ref...

84 STRONGmcp
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Stripe

MCP Perplexity Server

MCP server enabling AI models to leverage Perplexity's advanced search capabilities. Provides multi-source research with automatic citations...

84 STRONGmcp
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Perplexity AI

MCP Supabase Server

MCP server enabling AI models to interact with Supabase backend services. Provides schema design, database migrations, SQL query execution, ...

84 STRONGmcp
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Supabase

GPT-4.1 mini

OpenAI's balanced GPT-4.1 variant offering good performance with efficient resource usage. Optimized for production workloads requiring qual...

83 STRONGmodel
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OpenAI

Grok 4.3

2026

xAI's current flagship model released in early May 2026, with a 1M token context window, reasoning, function calling, and structured outputs...

83 STRONGmodel
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xAI

Grok 4.1

2025

xAI's late-2025 flagship that debuted #1 on LMArena Text (1483 Elo) and led EQ-Bench3 for emotional intelligence, with a 2M token context wi...

83 STRONGmodel
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xAI

Grok 3 [Beta]

RETIRED: xAI retired Grok 3 on 2026-05-15; retired API slugs now silently redirect to Grok 4.3 at Grok 4.3 pricing. Historically xAI's flags...

83 STRONGmodel
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xAI

DeepSeek-V4

DeepSeek's preview flagship family: V4-Pro (1.6T total / 49B active MoE, the largest open-weight release ever) and V4-Flash (284B/13B). 1M-t...

83 STRONGmodel
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DeepSeek

Google Agent Development Kit (ADK)

Open-source, code-first framework for building, evaluating, and deploying AI agents. Supports workflow agents, multi-agent hierarchies, buil...

83 STRONGagent
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Google

Sierra

Conversational AI platform specialized in autonomous customer experience agents. Founded by former Salesforce co-CEO Bret Taylor and ex-Goog...

83 STRONGagent
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Sierra Technologies Inc.

LangGraph Agent

LangChain's graph-based agent framework for building stateful, multi-actor applications with cycles and controllable execution flow. Reached...

83 STRONGagent
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LangChain

E2B Agents

Secure cloud runtime for AI agents with code interpreter capabilities. Provides sandboxed environments for executing agent-generated code sa...

83 STRONGagent
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E2B

MCP Sequential Thinking Server

Official MCP reference server enabling dynamic, extended reasoning and problem-solving sequences. Allows AI models to create structured thin...

83 STRONGmcp
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Anthropic

MCP Brave Search Server

ARCHIVED: Former Anthropic reference MCP server for the Brave Search API, archived 2025-05-29 to the servers-archived repository and no long...

83 STRONGmcp
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Anthropic (Archived)

Gemma 3 27B

Google's open-source Gemma 3 model with 27 billion parameters, now superseded by Gemma 4 (released 2026-04-02 under Apache 2.0, a license im...

82 STRONGmodel
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Google

GLM-5

2026

Z.ai's MIT-licensed 744B-parameter MoE (40B active) with 77.8% SWE-bench Verified, 92.7% AIME 2026, and open-source leadership on BrowseComp...

82 STRONGmodel
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Z.ai (Zhipu AI)

Qwen2.5-VL-32B

Multimodal vision-language model from Alibaba, now two generations behind: superseded first by Qwen3-VL (Sep 2025) and then by the natively-...

82 STRONGmodel
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Alibaba

OpenAI Codex

OpenAI's coding agent spanning a cloud agent that runs tasks in isolated containers and an open-source CLI. Delegates parallel software task...

82 STRONGagent
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OpenAI

Dify

Open-source LLM application and agentic workflow platform with a visual canvas, built-in RAG pipeline, agent nodes, and 50+ built-in tools. ...

82 STRONGagent
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LangGenius

Rasa Open Source

Leading open-source conversational AI framework for building contextual assistants and chatbots. Provides full control over NLU, dialogue ma...

82 STRONGagent
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Rasa Technologies

Haystack

Open-source NLP framework for building production-ready LLM applications, RAG pipelines, and semantic search systems. Modular architecture w...

82 STRONGagent
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deepset

LlamaIndex Agent

Data framework optimized for building LLM applications with advanced RAG (Retrieval-Augmented Generation) capabilities. Agents can reason ov...

82 STRONGagent
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LlamaIndex

shadcn MCP Server

MCP server built into the shadcn CLI (run via npx shadcn@latest mcp) that lets AI agents browse, search, and install UI components from any ...

82 STRONGmcp
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shadcn

MCP GitHub Server

GitHub's OFFICIAL MCP server, successor to the archived Anthropic reference server. Open source (Go, MIT, 30,558 stars), distributed as a bi...

82 STRONGmcp
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GitHub (formerly Anthropic)

GPT-4o mini

OpenAI's efficient multimodal model combining text and vision capabilities at competitive pricing. Designed for cost-sensitive applications ...

81 STRONGmodel
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OpenAI

Gemma 4

2026

Google's open-weight family released April 2026 under Apache 2.0 (a shift from the custom Gemma license). Spans E2B/E4B edge models with 128...

81 STRONGmodel
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Google

Kimi K2.6

2026

Moonshot AI's open-weight 1T-parameter MoE (32B active) with vendor-reported 80.2% SWE-Bench Verified and 58.6 SWE-Bench Pro. Agent Swarm or...

81 STRONGmodel
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Moonshot AI

Mastra

TypeScript-first AI agent framework from the Gatsby founders, combining agents, durable workflows, RAG, and evals in one toolkit. Provider-a...

81 STRONGagent
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Mastra AI (YC W25)

MCP Tavily Server

MCP server enabling AI models to perform real-time web search, content extraction, and web crawling. Designed specifically for AI agents wit...

81 STRONGmcp
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Tavily

MCP GitLab Server

ARCHIVED: Former Anthropic reference MCP server for GitLab integration (merge requests, CI/CD pipelines, issues), archived 2025-05-29 to the...

81 STRONGmcp
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Anthropic (Archived)

MCP Filesystem Server

Official MCP reference server providing AI models with controlled access to the local filesystem (file reading, writing, and directory opera...

81 STRONGmcp
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Anthropic

GPT-4.1 nano

OpenAI's smallest and most efficient GPT-4.1 variant, designed for high-volume, cost-sensitive applications. Optimized for speed and resourc...

80 STRONGmodel
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OpenAI

MiniMax-M2

2025

MiniMax's MIT-licensed 230B MoE with only 10B active parameters, optimized for agentic tool calling and coding. Topped open-model agentic ra...

80 STRONGmodel
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MiniMax

Claude Code

Anthropic's agentic coding tool available as a terminal CLI, IDE extensions, web, and desktop app. Plans and executes multi-step coding task...

80 STRONGagent
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Anthropic

Relevance AI

No-code AI agent platform that enables teams to build, customize, and deploy AI workforce agents. Features visual workflow builders, tool in...

80 STRONGagent
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Relevance AI Pty Ltd

Playwright MCP

Microsoft's official MCP server for browser automation via Playwright. Exposes 25+ tools (navigation, clicking, typing, form filling, screen...

80 STRONGmcp
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Microsoft

Vercel MCP Server

Vercel's official hosted MCP server at mcp.vercel.com. Provides Vercel documentation search and tools to inspect teams, projects, deployment...

80 STRONGmcp
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Vercel

MCP Fetch Server

Official MCP reference server for fetching web content and converting HTML to markdown. Enables AI models to retrieve and process web pages,...

80 STRONGmcp
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Anthropic

MCP Git Server

Official MCP reference server for Git repository operations. Enables AI models to interact with local Git repositories, perform commits, bra...

80 STRONGmcp
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Anthropic

MCP Datadog Server

Official Datadog MCP server for observability and monitoring integration. Enables AI models to query metrics, logs, traces, dashboards, and ...

80 STRONGmcp
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Datadog

DeepSeek V3 0324

DeepSeek's March 2025 open-weights V3 checkpoint, now superseded by DeepSeek V3.1 (Aug 2025), V3.2 (Dec 2025), and V4 (Apr 2026). The legacy...

79 STRONGmodel
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DeepSeek

Claude Agent SDK

SDK exposing Claude Code's production agent harness (tool loop, permission system, subagents, MCP) for building general-purpose agents in Ty...

79 STRONGagent
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Anthropic

smolagents

Minimalist Python agent library from Hugging Face. Its signature CodeAgent writes actions as executable Python code instead of JSON tool cal...

79 STRONGagent
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Hugging Face

CrewAI

Role-playing multi-agent framework for orchestrating collaborative autonomous agents. Agents work together as a crew with defined roles, goa...

79 STRONGagent
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CrewAI Inc.

Activepieces

Open-source no-code business automation platform with AI capabilities. Self-hostable alternative to Zapier with visual workflow builder, 200...

79 STRONGagent
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Activepieces

Context7 MCP

Upstash's documentation-retrieval MCP server. Two tools (resolve-library-id, get-library-docs) inject up-to-date, version-specific library d...

79 STRONGmcp
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Upstash

Firecrawl MCP Server

Official Firecrawl MCP server giving AI models web scraping, crawling, site mapping, web search, and structured extraction capabilities. Ava...

79 STRONGmcp
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Firecrawl

MCP Everything Server

Official MCP reference server demonstrating all protocol features (tools, resources, prompts, sampling) for testing and development. One of ...

79 STRONGmcp
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Anthropic

MCP Cloudflare Server

Official Cloudflare MCP server for managing CDN, DNS, Workers, Pages, and security services. Enables AI models to configure edge computing, ...

79 STRONGmcp
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Cloudflare

MCP SQLite Server

ARCHIVED WITH UNPATCHED VULNERABILITY: Former Anthropic reference MCP server for SQLite, archived 2025-05-29 to the servers-archived reposit...

79 STRONGmcp
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Anthropic (Archived)

MCP Linear Server

Community-maintained MCP server for Linear project management integration. Enables AI models to create, read, update issues, manage projects...

79 STRONGmcp
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Community

MCP Atlassian Server

Official Atlassian MCP server for Jira and Confluence integration. Enables AI models to interact with project management, issue tracking, an...

79 STRONGmcp
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Atlassian

MCP Sentry Server

Official Sentry MCP server for error tracking and monitoring integration. Enables AI models to query errors, analyze stack traces, manage is...

79 STRONGmcp
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Sentry

Flowise

Open-source low-code platform for building customized LLM orchestration flows and AI agents. Visual node-based editor for creating RAG pipel...

78 STRONGagent
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FlowiseAI

Letta (formerly MemGPT)

REBRANDED: MemGPT became Letta (Letta Inc., a UC Berkeley spinout) in September 2024; "MemGPT" now refers only to the underlying research te...

78 STRONGagent
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Letta Inc.

Zapier MCP Server

Zapier's hosted, proprietary MCP server that gives AI agents access to user-selected actions from 9,000+ connected apps (Gmail, Slack, Sales...

78 STRONGmcp
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Zapier

MCP Azure Server

Official Microsoft MCP server for Azure cloud services integration. Enables AI models to interact with Azure resources including Virtual Mac...

78 STRONGmcp
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Microsoft

MCP Redis Server

Community-maintained MCP server for Redis cache and data structure operations. Enables AI models to interact with Redis for key-value operat...

78 STRONGmcp
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Anthropic (Archived)

MCP S3 Server

Community-maintained MCP server for AWS S3 storage operations. Enables AI models to upload, download, list, and manage objects in S3 buckets...

78 STRONGmcp
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Community

MCP Google Calendar Server

Community-maintained MCP server for Google Calendar integration. Enables AI models to create, read, update, and delete calendar events, mana...

78 STRONGmcp
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Community

MCP Google Drive Server

ARCHIVED: Former Anthropic reference MCP server (gdrive) for accessing and searching Google Drive files, archived 2025-05-29 to the servers-...

78 STRONGmcp
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Anthropic (Archived)

Gemini CLI

Open-source terminal AI agent from Google that brings Gemini into the command line. Uses a ReAct loop with built-in tools, MCP server suppor...

77 STRONGagent
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Google

Langflow

Visual, drag-and-drop interface for building LangChain-based AI apps and agents; now owned by IBM via the Feb 2025 DataStax acquisition. SEC...

77 STRONGagent
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IBM (formerly DataStax/Logspace)

Chrome DevTools MCP

Google's official MCP server that gives AI agents full Chrome control via the Chrome DevTools Protocol. Around 26 tools span input automatio...

77 STRONGmcp
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Google (Chrome DevTools team)

Hugging Face MCP Server

Hugging Face's official MCP server connecting AI assistants to the Hub. Ships 7 built-in tools (search for models, datasets, Spaces, and pap...

77 STRONGmcp
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Hugging Face

Apify MCP Server

Official Apify MCP server (renamed from actors-mcp-server) exposing thousands of Apify Store Actors to AI agents — scrapers for social media...

77 STRONGmcp
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Apify

MCP Notion Server

Notion's official MCP integration. Primary offering is the hosted MCP server at https://mcp.notion.com/mcp (Streamable HTTP and SSE transpor...

77 STRONGmcp
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Notion (Official)

Adala

Autonomous data labeling agent framework for creating self-improving AI systems. Combines LLMs with ground truth learning to automate and im...

76 STRONGagent
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HumanSignal

Serena MCP

Open-source semantic coding toolkit from Oraios AI that turns any MCP-capable agent into an IDE-grade coding assistant. Uses language server...

76 STRONGmcp
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Oraios AI

MCP Docker Server

Community-maintained MCP server for Docker container management. Enables AI models to interact with Docker Engine for container lifecycle ma...

76 STRONGmcp
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Community

MCP Kubernetes Server

Community-maintained MCP server for Kubernetes cluster management. Enables AI models to interact with Kubernetes API for pod management, dep...

76 STRONGmcp
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Community

MCP Elasticsearch Server

Community-maintained MCP server for Elasticsearch search and analytics operations. Enables AI models to perform full-text search, aggregatio...

76 STRONGmcp
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Community

MCP Slack Server

ARCHIVED: Former Anthropic reference MCP server for Slack workspace interaction, archived 2025-05-29 to the servers-archived repository. NO ...

76 STRONGmcp
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Anthropic (Archived)

MCP Memory Server

MCP reference server providing persistent memory and knowledge graph capabilities: long-term retention, entity relationship tracking, and co...

76 STRONGmcp
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Anthropic

SuperAGI

Open-source autonomous AI agent framework for running and managing multiple AI agents concurrently. Features GUI-based management, tool mark...

75 STRONGagent
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Community

Figma MCP Server

Figma's official Dev Mode MCP server connecting AI coding tools to design files. Provides design-context extraction (code from frames, varia...

75 STRONGmcp
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Figma

MCP MongoDB Server

Community-maintained MCP server for MongoDB database operations. Enables AI models to query, insert, update, and delete documents, manage co...

75 STRONGmcp
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MongoDB (Official)

MCP Gmail Server

Community-maintained MCP server for Gmail email operations. Enables AI models to read, send, search, label, and manage emails through the Gm...

75 STRONGmcp
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Community

GitHub Copilot Coding Agent

Autonomous background coding agent built into GitHub. Assign it a GitHub issue or prompt and it works in an ephemeral GitHub Actions sandbox...

74 ADEQUATEagent
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GitHub (Microsoft)

OpenAI Swarm

DEPRECATED: archived since 2025-03-11; the README redirects users to the OpenAI Agents SDK as the production successor. Swarm was an experim...

74 ADEQUATEagent
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OpenAI

MCP AWS Server

MCP server enabling AI models to interact with AWS cloud services including S3, EC2, Lambda, and more. Supports infrastructure management, r...

74 ADEQUATEmcp
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Community

Cursor Agent

Agent mode of Cursor, Anysphere's AI-native IDE. The product's primary surface is now agentic: parallel local agents, cloud/background agent...

72 ADEQUATEagent
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Anysphere

MCP PostgreSQL Server

ARCHIVED WITH UNPATCHED VULNERABILITY: Former Anthropic reference MCP server for PostgreSQL, archived 2025-05-29. A SQL injection flaw discl...

72 ADEQUATEmcp
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Anthropic (Archived)

MCP Puppeteer Server

ARCHIVED: Former Anthropic reference MCP server for Puppeteer browser automation, archived 2025-05-29 to the servers-archived repository and...

72 ADEQUATEmcp
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Anthropic (Archived)

Google Jules

Asynchronous autonomous coding agent from Google. Jules clones a repository into an isolated Google Cloud VM, plans and writes code in the b...

71 ADEQUATEagent
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Google

Devin

Autonomous AI software engineer from Cognition that plans and executes multi-step engineering tasks in a sandboxed cloud workspace with its ...

71 ADEQUATEagent
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Cognition

AgentGPT

DISCONTINUED: the AgentGPT repository was archived on 2026-01-28 (last release v1.0.0, Nov 2023) and the hosted site is frozen. Formerly a b...

71 ADEQUATEagent
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Reworkd

AutoGPT

Autonomous AI agent that attempts to achieve user-defined goals by breaking them into sub-tasks, using internet access, memory management, a...

68 ADEQUATEagent
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Significant Gravitas

BabyAGI

ARCHIVED: the original BabyAGI repo was archived to babyagi_archive in September 2024 and replaced by an experimental self-building framewor...

66 ADEQUATEagent
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Yohei Nakajima

Manus

General-purpose autonomous agent that executes end-to-end tasks in a cloud VM equipped with a browser, shell, and file tools. Launched viral...

64 ADEQUATEagent
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Meta (formerly Butterfly Effect)
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