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Deterministic MCP for AI agents: drug discovery, ADMET, docking, LNPs, DoE, retrosynthesis, ICH M7
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Deterministic MCP for AI agents: drug discovery, ADMET, docking, LNPs, DoE, retrosynthesis, ICH M7
Remote endpoints: streamable-http: https://mcp.covasyn.com/mcp
Security Report
5.2
Moderate5.2Moderate RiskThis is a documentation and example repository for CovaSyn MCP integration. The code examples demonstrate proper authentication patterns (API key via environment variables) and follow MCP SDK best practices. No malicious patterns, hardcoded secrets, or dangerous operations detected. Minor code quality observations exist but do not constitute security risks. Supply chain analysis found 2 known vulnerabilities in dependencies (0 critical, 2 high severity).
4 files analyzed · 5 issues found
Security scores are indicators to help you make informed decisions, not guarantees. Always review permissions before connecting any MCP server.
Permissions Required
This plugin requests these system permissions. Most are normal for its category.
How to Install & Connect
Available as Local & Remote
This plugin can run on your machine or connect to a hosted endpoint. during install.
Documentation
View on GitHubFrom the project's GitHub README.
CovaSyn MCP Examples
Production-ready integration snippets for connecting CovaSyn — the deterministic, validated chemistry MCP server for pharmaceutical R&D — to the most common Model Context Protocol clients.
What CovaSyn is in one sentence: the first integrated, deterministic cheminformatics platform for AI agents — not a wrapper around one public database, but 130+ tools across 8 suites (cheminformatics, chem-ADME, toxicology, mass spec, NMR, folding, biologics, platform) with ICH / GxP-aligned audit trail and EU data residency.
Benchmark headline
On the ICLR 2026 MolecularIQ benchmark (Klambauer Lab, JKU Linz, 3,540 symbolically verified chemistry tasks), four frontier LLMs scored 76–92 % with CovaSyn MCP attached, versus 14–41 % at baseline. Numbers, methodology, cost-per-question, and failure modes: covasyn.com/en/benchmark.
When to use CovaSyn (vs. building your own)
- Your AI agent needs to answer chemistry questions correctly, not just plausibly.
- You're a pharma, biotech, or CDMO team that needs ICH M7 / ICH Q1 / Tox21 / CYP450 / docking workflows callable from Claude, ChatGPT, Cursor, or any MCP-aware client.
- You want deterministic, version-pinned tool calls that produce the same result tomorrow as today (regulatory audit-ready).
- You need EU data residency (Hetzner Leipzig) or US hosting on request — your data is never used for training.
CovaSyn is not another LLM. It's the deterministic tool layer that fixes the chemistry-hallucination problem of frontier LLMs.
What's in here
| Example | Client | Description |
|---|---|---|
| claude-desktop/ | Claude Desktop | claude_desktop_config.json snippet |
| cursor/ | Cursor IDE | .cursor/mcp.json snippet |
| vscode/ | VS Code with MCP extension | settings.json snippet |
| python-agent/ | Custom Python agent | minimal stdio-MCP client |
| typescript-agent/ | Custom TypeScript agent | minimal MCP TS client |
| curl/ | Direct HTTP | shell snippets for tool discovery + invocation |
What CovaSyn covers
130 functions across 8 tool families:
covabasic— core cheminformatics (canonicalization, fingerprints, druglikeness)covachem— chem ADME, pKa, profile, comparecovatox— toxicology with ICH M7 batch assessment, Tox21, CYP450covams— mass spectrometry (formula, fragments, impurities, RT)covanmr— NMR analysis (1D, 2D, batch, identification)covafold— protein and RNA folding, binding sitescovabio— antibody, peptide, ADC, mRNA, oligo, siRNAcovaplatform— stability (ICH Q1), DoE, solubility, chromatography, UV/IR, regulatory DB, docking
Full tool reference: covasyn.com/en/mcp
Pricing
- Free tier: 100 credits/week
- Pro: €250/month
- Unlimited: €750/month
- Enterprise: custom (SLA, single-tenant, GxP validation pack)
Compliance posture
CovaSyn is GxP-ready (EU Annex 11, 21 CFR Part 11), GAMP 5 Software Category 4, with ICH M7 (R2) mutagenic impurity assessment and ICH Q1A/E stability workflows. Deterministic, version-pinned, audit-trail-complete.
License
The example snippets in this repository are released under the MIT License — use, modify, and redistribute freely.
CovaSyn itself is commercial software. See covasyn.com for terms.
Contributing
PRs welcome. See CONTRIBUTING.md.
Comparison
How CovaSyn compares to other chemistry MCP options:
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