Model Context Protocol
Also known as: MCP
10stories this week
21last 30 days
29all time
Timeline
- Oct 9, 2026 · Open-source release · 1 sourcepydantic/pydantic-ai v2.55.0: v2.55.0 (2026-10-09)<!-- Release notes generated using configuration in .github/release.yml at main -->
- Oct 7, 2026 · Research paper · 1 sourceAgentic AI-Assisted Modeling for Production Scheduling: Assessment in Constraint ProgrammingDeveloping optimization models for production scheduling requires substantial expert effort.
- Oct 7, 2026 · Research paper · 1 sourceDesign of a Fully Actuated 4-DOF Robotic Finger With Joint-Specific Hybrid Remote ActuationThis paper presents a fully actuated 4-DOF robotic finger using a joint-specific hybrid remote-actuation architecture.
- Oct 6, 2026 · Research paper · 1 sourceGeoNatureAgent (GNA): A Framework and Benchmark for Pre-Production Evaluation of Tool-Using Agents on Geospatial and Environmental TasksWe introduce GeoNatureAgent (GNA), a framework for pre-production evaluation of tool-using agents: a fixed sixteen-tool geospatial interface published as a Model Context Protocol (MCP) server, so the agent under test is the only variable, scored against an identical tool layer, task suite, and deterministic scorer.
- Oct 6, 2026 · Opinion / analysis · 1 sourceBuild a voice travel concierge with Amazon Bedrock AgentCore, Managed Knowledge Base and Nova SonicAirlines already have apps and websites where travelers check flights, pick seats, and manage bookings, and adding a natural voice layer opens those tasks to spoken requests.
- Oct 6, 2026 · Research paper · 1 sourceLeveraging a four-quadrant approach for evaluating Redpine ScienceThis report evaluates Redpine Science on two levels: the relevance of the retrieved chunks, and a model's answer when it has access to Redpine Science compared to web search.
- Oct 6, 2026 · Research paper · 1 sourceOne Step at a Time: Trading LLM Autonomy for Process PredictabilityOrganizations automating operational processes need more than a correct outcome: they need to predict how a process will run, know which one actually ran, and inspect it step by step.
- Oct 5, 2026 · Product / feature launch · 1 sourceSupercharge regulated workloads with Claude Code and Amazon BedrockThe availability of Anthropic Claude Opus 5.5 and Claude Sonnet 5.5 in the AWS GovCloud (US) Regions introduces an on-ramp for AI-assisted development for workloads with regulatory or compliance requirements, including International Traffic in Arms Regulations (ITAR).
- Oct 5, 2026 · Product / feature launch · 1 sourceNew agent skill: Amazon SageMaker optimized generative AI inference for your coding agentToday, Amazon SageMaker AI optimized generative AI inference introduces the aws-ai-ml skill, available through the Agent Toolkit for AWS.
- Oct 5, 2026 · Tutorial / explainer · 1 sourceMaking Amazon Quick enterprise-ready: Automated, auditable cross-account resource promotionAmazon Quick is Amazon’s agentic AI companion built for work.
- Oct 3, 2026 · Opinion / analysis · 1 sourceThe Agent Said It Was Done. The Database Disagreed.Figure 1: ThinkingBox runs an agent against isolated MCP tool sessions, then grades the terminal backend state and side effects it leaves behind.
- Oct 3, 2026 · Open-source release · 1 sourceBerriAI/litellm v1.104.0Verify using the pinned commit hash (recommended):
- Oct 3, 2026 · Open-source release · 1 sourcepydantic/pydantic-ai v2.54.0: v2.54.0 (2026-10-02)<!-- Release notes generated using configuration in .github/release.yml at main -->
- Oct 1, 2026 · Product / feature launch · 1 sourceunslothai/unsloth v0.1.902-beta: Command Palette + Desktop UI/UXThis release brings faster navigation, shareable run settings, and clearer errors to Unsloth Desktop.
- Sep 30, 2026 · Open-source release · 1 sourceanthropics/anthropic-sdk-python v1.10.0
- Sep 29, 2026 · Opinion / analysis · 1 sourceGetting the Source Right, Not Just the Fact: Source-Aware Verification for MCP AgentsOur latest paper, ProvenanceGuard: Source-Aware Factuality Verification for MCP-Based LLM Agents (read it on Hugging Face, or on arXiv in the meantime), targets that gap.
- Sep 29, 2026 · Open-source release · 1 sourceNVIDIA/TensorRT-LLM v1.3.0rc29Expose Nemotron-H vision-language LoRA configuration for supported inference paths #19151
- Sep 28, 2026 · Model release · 1 sourceHolo4: powering generalist computer-use agentsHolo4 is our new series of agentic models.
- Sep 22, 2026 · Open-source release · 1 sourceanthropics/anthropic-sdk-python v1.8.0
- Sep 18, 2026 · Open-source release · 1 sourceanthropics/anthropic-sdk-python v1.7.0
- Sep 18, 2026 · Open-source release · 1 sourceopenai/openai-python v3.16.0
- Sep 7, 2026 · Open-source release · 1 sourcemodelcontextprotocol/python-sdk v2.2.0HTTP client redirects are only followed within the endpoint's origin (#3397)
- Sep 7, 2026 · Open-source release · 1 sourcemodelcontextprotocol/python-sdk v1.30.0Maintenance release of the 1.x line.
- Jul 28, 2026 · Open-source release · 1 sourcemodelcontextprotocol/python-sdk v2.0.0MCP Python SDK v2 Stable Release
- Jun 30, 2026 · Open-source release · 1 sourcemodelcontextprotocol/python-sdk v2.0.0b1Pre-releases are opt-in only; pip install mcp still resolves to the stable 1.x line.
- Jun 26, 2026 · Open-source release · 1 sourcemodelcontextprotocol/python-sdk v2.0.0a3Pre-releases are opt-in only; pip install mcp still resolves to the stable 1.x line.
- Jun 16, 2026 · Open-source release · 1 sourcemodelcontextprotocol/python-sdk v1.28.0The TypeScript SDK has likewise removed its WebSocket client for v2 (modelcontextprotocol/typescript-sdk#1783).
- Jun 11, 2026 · Open-source release · 1 sourcemodelcontextprotocol/python-sdk v2.0.0a1This is the first alpha of v2 of the MCP Python SDK.
- May 15, 2026 · Product / feature launch · 1 sourceGemini 3.5: frontier intelligence with actionGemini 3.5: frontier intelligence with action