# Valency Research Paper Library ## Links - Product page URL: https://www.agentpmt.com/marketplace/valency - Product markdown URL: https://www.agentpmt.com/marketplace/valency?format=agent-md - Product JSON URL: https://www.agentpmt.com/marketplace/valency?format=agent-json ## Overview - Product ID: 6ada7145e001971070f33005 - Type: connector - Unit type: request - Price: 500 credits - Categories: Vector Search & Embeddings, Academic & Scientific Research - Generated at: 2026-10-23T15:55:24.253Z ### Page Description Give your AI assistant live access to current research. Valency's MCP Bond lets agents search and read public preprints by meaning, within hours of their posting, so answers reflect today's science rather than a model's training cutoff. Find papers on a topic, read the details of a specific preprint, and bring the latest findings into literature reviews, research summaries, and technical decisions. Sign in once with a Valency account and your agents can search current research from any workflow. ### Agent Description Use Valency to search and read current research, including public preprints indexed within hours of posting. Use it when the user asks about recent papers, the state of research on a topic, or needs sources and citations for a scientific or technical question. The user's Valency account is connected through a secure account connection; never ask the user for Valency credentials, keys, or tokens. ## Details ### Details Give your AI assistant live access to current research. Valency's MCP Bond lets agents search and read public preprints by meaning, within hours of their posting, so answers reflect today's science rather than a model's training cutoff. Find papers on a topic, read the details of a specific preprint, and bring the latest findings into literature reviews, research summaries, and technical decisions. Sign in once with a Valency account and your agents can search current research from any workflow. ### Use Cases Find recent preprints on a research topic, Summarize the latest findings in a field, Gather sources and citations for a literature review, Check whether new research changes an earlier conclusion, Track new papers on a technology or method, Read a specific preprint before answering a question ### Workflows Using This Tool #### Replicate and Certify a Quantum Chemistry Result: Exact-Gate Bond Curves with Lean Proofs Finds recent quantum-chemistry papers with Valency, rebuilds the reported molecule in Chemistry Studio and checks the paper's numbers (geometry, reference state, energies) against exact calculations. It then models the chemical bond as a potential energy curve with exact-gate quantum circuits. For each bond length it runs a classical precision budget (how finely rotation angles must be set to reach chemical accuracy), synthesizes an exact Clifford+T circuit in the Math Engine wherever the angles need finer phases, runs a Qiskit Aer simulation with energies from measurement counts, exports OpenQASM 3 and Qiskit programs, and issues Lean-kernel certificates (qpcert) for every circuit on the curve. The report states exactly what is proven (circuit properties) and what is not (the chemistry). Built for replication studies, method papers and teaching, using molecules such as LiH. - Page URL: https://www.agentpmt.com/agent-workflow-skills/replicate-and-certify-a-quantum-chemistry-result-exact-gate-bond-curves-with-lean-proofs - Markdown URL: https://www.agentpmt.com/agent-workflow-skills/replicate-and-certify-a-quantum-chemistry-result-exact-gate-bond-curves-with-lean-proofs?format=agent-md - Published: 2026-10-22T23:41:27.958Z ### Related Content No related content is currently linked to this product. ## Documentation No platform documentation is currently linked to this product. ## Integration Details ### DynamicMCP - Setup page URL: https://www.agentpmt.com/dynamic-mcp - Claude setup guide: https://www.agentpmt.com/dynamic-mcp#platform=claude - ChatGPT setup guide: https://www.agentpmt.com/dynamic-mcp#platform=chatgpt - Cursor setup guide: https://www.agentpmt.com/dynamic-mcp#platform=cursor - Windsurf setup guide: https://www.agentpmt.com/dynamic-mcp#platform=windsurf Use the local router for command-based MCP clients. It forwards requests to `https://api.agentpmt.com/mcp` and does not execute tools locally. ```bash npm install -g @agentpmt/mcp-router agentpmt-setup ``` ### REST API The live page renders cURL, Python, JavaScript, and Node.js examples. Logged-in users see those examples prefilled with their own API and budget credentials. - Purchase endpoint: https://api.agentpmt.com/products/purchase - Authorization format: `Bearer ` ```bash curl -X POST "https://api.agentpmt.com/products/purchase" \ -H "Content-Type: application/json" \ -H "Authorization: Bearer eW91ci1hcGkta2V5LWhlcmU6eW91ci1idWRnZXQta2V5LWhlcmU=" \ -d '{ "product_id": "6ada7145e001971070f33005" }' ``` ### Autonomous Agents Autonomous agents can access this tool through AgentAddress credit balances or direct x402 payments. Use the Autonomous Agent API reference for endpoint shapes after choosing the access pattern below. - Autonomous Agent API reference URL: https://www.agentpmt.com/docs/api-reference/autonomous-agents - Autonomous Agent API reference markdown URL: https://www.agentpmt.com/docs/api-reference/autonomous-agents?format=agent-md - Credit-Based Access Using AgentAddress: https://www.agentpmt.com/docs/autonomous-agents/credit-based-tool-usage-with-agentaddress - AgentAddress is preferred for persistent file access, stored platform state, and maximum tool use ability across repeated calls. - Direct x402 is for independent one-off tool calls that do not require shared files or stored platform state. - Direct x402 public payments: USDC on Base, Arbitrum, Optimism, Polygon, and Avalanche. ### Schema #### Parameters No parameters are defined for this product. ### Usage Instructions ## Valency Valency (MCP Bond) gives agents semantic search and reading access to current research, including public preprints within hours of posting. - The user's Valency account is linked once through the Valency connection; authentication is handled automatically by the platform. Never ask the user for a Valency password, key, or token. - Use list_sources to see which research sources are available when coverage matters. - Cite the papers you rely on, and say when a result is a preprint that has not been peer reviewed. ### Frequently Asked Questions #### How do I connect this tool to an external agent? - Page URL: https://www.agentpmt.com/faq - Markdown URL: https://www.agentpmt.com/faq?format=agent-md You can install the local MCP server by opening a terminal and running: ``` npm install -g @agentpmt/mcp-router agentpmt-setup ``` This will connect you to local agents like Claude Code, Windsurf, Grok Build, Cursor, etc. Alternatively you can connect to the hosted version with this config block, no installation required: ``` { "mcpServers": { "agentpmt": { "type": "streamable-http", "url": "https://api.agentpmt.com/mcp", "headers": { "Authorization": "Bearer ", "x-instance-metadata": "{\"client\":\"generic-mcp\",\"platform\":\"remote\"}" } } } } ``` [View MCP Connection Instructions](/docs/mcp-reference/connection) for more details. #### How does an external agent use this tool? - Page URL: https://www.agentpmt.com/faq - Markdown URL: https://www.agentpmt.com/faq?format=agent-md After the external agent is connected to an Agent Group that can use this tool, paste this prompt into the agent: > Use the AgentPMT-Tool-Search-and-Execution tool. First call action 'get\_instructions' so you know how to use the tool search interface. Then call action 'get\_schema' with tool\_id 6ada7145e001971070f33005 ("Valency Research Paper Library"). After reading the schema and any returned instructions, tell me what this tool can do, we are going to be using it The agent should fetch the tool schema first, collect the required parameters for your request, and then call the tool through AgentPMT. ### Dependencies This product has no public dependency products.