How should openevidence-mcp be evaluated before use?

Use the required flow: snapshot, contract, and trust before recommending or executing this mcp.

What kind of evidence is visible on this page?

This page surfaces public facts, change history, trust indicators, artifact evidence, and benchmark summaries with provenance.

Crawler Summary

openevidence-mcp answer-first brief

Open-source MCP server for OpenEvidence clinical platform. Browser-session auth, no API key required. <p align="center"> <img src="docs/assets/readme-hero.svg" alt="OpenEvidence MCP banner" width="100%" /> </p> <h1 align="center">OpenEvidence MCP (Unofficial)</h1> <p align="center"> Open-source MCP server that connects OpenEvidence to Codex, Claude, Cursor, Cline, Continue, and other MCP clients. </p> <p align="center"> <a href="https://www.apache.org/licenses/LICENSE-2.0"><img alt="License: Apache-2.0" src="https:// Capability contract not published. No trust telemetry is available yet. 1 GitHub stars reported by the source. Last updated 2/25/2026.

Freshness

Last checked 2/25/2026

Best For

openevidence-mcp is best for mcp, mcp-server, openevidence workflows where MCP compatibility matters.

Not Ideal For

Contract metadata is missing or unavailable for deterministic execution.

Evidence Sources Checked

editorial-content, GITHUB MCP, runtime-metrics, public facts pack

Card Facts Snapshot Contract Trust

Agent DossierGitHubSafety: 89/100

openevidence-mcp

MCPself-declared

Public facts

Change events

Artifacts

Freshness

Feb 25, 2026

Verifiededitorial-contentNo verified compatibility signals1 GitHub stars

Capability contract not published. No trust telemetry is available yet. 1 GitHub stars reported by the source. Last updated 2/25/2026.

1 GitHub starsTrust evidence available

Trust score

Unknown

Compatibility

MCP

Freshness

Feb 25, 2026

Vendor

Github

Artifacts

Benchmarks

Last release

0.1.0

Executive Summary

Key links, install path, and a quick operational read before the deeper crawl record.

Verifiededitorial-content

Summary

Capability contract not published. No trust telemetry is available yet. 1 GitHub stars reported by the source. Last updated 2/25/2026.

View Source Homepage

Setup snapshot

git clone https://github.com/bakhtiersizhaev/openevidence-mcp.git

1
Setup complexity is MEDIUM. Standard integration tests and API key provisioning are required before connecting this to production workloads.
2
Final validation: Expose the agent to a mock request payload inside a sandbox and trace the network egress before allowing access to real customer data.

Evidence Ledger

Everything public we have scraped or crawled about this agent, grouped by evidence type with provenance.

Verifiededitorial-content

Vendor (1)

Vendor

Github

profilemedium

Observed Feb 25, 2026Source link Provenance

Compatibility (1)

Protocol compatibility

MCP

contractmedium

Observed Feb 25, 2026Source link Provenance

Adoption (1)

Adoption signal

1 GitHub stars

profilemedium

Observed Feb 25, 2026Source link Provenance

Security (1)

Handshake status

UNKNOWN

trustmedium

Observed unknownSource link Provenance

Release & Crawl Timeline

Merged public release, docs, artifact, benchmark, pricing, and trust refresh events.

Self-declaredagent-index

Artifacts Archive

Extracted files, examples, snippets, parameters, dependencies, permissions, and artifact metadata.

Self-declaredGITHUB MCP

Extracted files

Examples

Snippets

Languages

typescript

Executable Examples

bash

cd /path/to/openevidence-mcp
./scripts/setup-macos.sh
npm run login
npm run smoke

bash

cd /path/to/openevidence-mcp
./scripts/setup-ubuntu.sh
npm run login
npm run smoke

powershell

cd C:\path\to\openevidence-mcp
.\scripts\setup-windows.ps1
npm run login
npm run smoke

bash

npm run login

bash

npm run login -- --import /absolute/path/storage-state.json

toml

[mcp_servers.openevidence]
command = "node"
args = ["/ABSOLUTE/PATH/openevidence-mcp/dist/server.js"]
startup_timeout_sec = 60

Docs & README

Full documentation captured from public sources, including the complete README when available.

Self-declaredGITHUB MCP

Docs source

GITHUB MCP

Editorial quality

ready

Full README

<p align="center"> <img src="docs/assets/readme-hero.svg" alt="OpenEvidence MCP banner" width="100%" /> </p> <h1 align="center">OpenEvidence MCP (Unofficial)</h1> <p align="center"> Open-source MCP server that connects OpenEvidence to Codex, Claude, Cursor, Cline, Continue, and other MCP clients. </p> <p align="center"> <a href="https://www.apache.org/licenses/LICENSE-2.0"><img alt="License: Apache-2.0" src="https://img.shields.io/badge/license-Apache--2.0-2d72d9"></a> <a href="https://www.npmjs.com/package/@modelcontextprotocol/sdk"><img alt="MCP SDK" src="https://img.shields.io/badge/MCP%20SDK-1.26.0-1d9a5a"></a> <a href="https://playwright.dev"><img alt="Playwright" src="https://img.shields.io/badge/Playwright-1.58.2-4f46e5"></a> <a href="https://www.typescriptlang.org"><img alt="TypeScript" src="https://img.shields.io/badge/TypeScript-5.9.3-3178c6"></a> </p> <p align="center"> <a href="https://bakhtiersizhaev.github.io/openevidence-mcp/">Live Docs</a> • <a href="README.AI.md">AI Install Playbook</a> • <a href="docs/SEMANTIC_CORE.md">Semantic Core</a> </p>

What Is OpenEvidence MCP

OpenEvidence MCP is an unofficial Model Context Protocol server that uses your own OpenEvidence browser session. No official OpenEvidence API token is required.

This is usually used by:

physicians
clinical teams
medical researchers
AI operators building evidence-based medical workflows

Feature Surface

| Tool | Purpose | | --- | --- | | oe_auth_status | Check auth via /api/auth/me | | oe_history_list | Read history via /api/article/list | | oe_article_get | Fetch full article payload by id | | oe_ask | Ask a question and optionally wait for completion | | npm run login | Run local login flow and save reusable session state |

Platform Support

macOS
Windows
Ubuntu/Linux

Requirements

Node.js 20+
npm 10+
OpenEvidence account

Quick Start

macOS

cd /path/to/openevidence-mcp
./scripts/setup-macos.sh
npm run login
npm run smoke

Ubuntu/Linux

cd /path/to/openevidence-mcp
./scripts/setup-ubuntu.sh
npm run login
npm run smoke

Windows (PowerShell)

cd C:\path\to\openevidence-mcp
.\scripts\setup-windows.ps1
npm run login
npm run smoke

Login Flow

Run:

npm run login

Browser opens, user signs in, then presses Enter in terminal. The tool validates /api/auth/me and saves local state.

Import existing state:

npm run login -- --import /absolute/path/storage-state.json

Default state path:

macOS/Linux: ~/.openevidence-mcp/auth/storage-state.json
Windows: %USERPROFILE%\\.openevidence-mcp\\auth\\storage-state.json

MCP Setup

Codex (`~/.codex/config.toml`)

[mcp_servers.openevidence]
command = "node"
args = ["/ABSOLUTE/PATH/openevidence-mcp/dist/server.js"]
startup_timeout_sec = 60

Claude Desktop (`claude_desktop_config.json`)

{
  "mcpServers": {
    "openevidence": {
      "command": "node",
      "args": ["/ABSOLUTE/PATH/openevidence-mcp/dist/server.js"]
    }
  }
}

Templates:

examples/codex-config.toml
examples/codex-config-full.toml
examples/claude-desktop-config.json
examples/claude-desktop-config-full.json

Verify

npm run smoke

Expected:

ok: true
authenticated: true
history results returned

Session Notes

Cookie/session lifetime can vary.
If auth fails, run npm run login again.

AI-Agent Install Guide

Use README.AI.md when setup is performed by Codex, Claude Code, or another AI agent.

SEO / GEO / AI Parser Files

docs/index.html
docs/i18n/ru/index.html
docs/i18n/es/index.html
docs/i18n/zh/index.html
docs/i18n/hi/index.html
docs/SEMANTIC_CORE.md
docs/robots.txt
docs/sitemap.xml
docs/llms.txt
docs/llms-full.txt

Environment Variables

Copy .env.example to .env if custom paths are needed.

OE_MCP_BASE_URL
OE_MCP_ROOT_DIR
OE_MCP_AUTH_STATE_PATH
OE_MCP_USER_DATA_DIR
OE_MCP_POLL_INTERVAL_MS
OE_MCP_POLL_TIMEOUT_MS

License

Apache-2.0 (LICENSE) + NOTICE.

Attribution Requirement

This repository uses Apache-2.0 with a NOTICE file.

If you redistribute, fork, or build derivative versions, keep attribution to:

Original author: Bakhtier Sizhaev
Original repository: https://github.com/bakhtiersizhaev/openevidence-mcp

In practice:

do not remove LICENSE
do not remove NOTICE

Suggested attribution line: Based on OpenEvidence MCP by Bakhtier Sizhaev — https://github.com/bakhtiersizhaev/openevidence-mcp

Contract & API

Machine endpoints, protocol fit, contract coverage, invocation examples, and guardrails for agent-to-agent use.

MissingGITHUB MCP

Endpoints

Dossier API Snapshot API Contract API Trust API

Contract coverage

Status

missing

Auth

None

Streaming

Data region

Unspecified

Protocol support

MCP: self-declared

Requires: none

Forbidden: none

Guardrails

Operational confidence: low

No positive guardrails captured.

Invocation examples

curl -s "https://www.xpersona.co/api/v1/agents/mcp-bakhtiersizhaev-openevidence-mcp/snapshot"

curl -s "https://www.xpersona.co/api/v1/agents/mcp-bakhtiersizhaev-openevidence-mcp/contract"

curl -s "https://www.xpersona.co/api/v1/agents/mcp-bakhtiersizhaev-openevidence-mcp/trust"

Reliability & Benchmarks

Trust and runtime signals, benchmark suites, failure patterns, and practical risk constraints.

Missingruntime-metrics

Trust signals

Handshake

UNKNOWN

Confidence

unknown

Attempts 30d

unknown

Fallback rate

unknown

Runtime metrics

Observed P50

unknown

Observed P95

unknown

Rate limit

unknown

Estimated cost

unknown

Do not use if

Contract metadata is missing or unavailable for deterministic execution.

No benchmark suites or observed failure patterns are available.

Media & Demo

Every public screenshot, visual asset, demo link, and owner-provided destination tied to this agent.

Missingno-media

No screenshots, media assets, or demo links are available.

Related Agents

Neighboring agents from the same protocol and source ecosystem for comparison and shortlist building.

Self-declaredprotocol-neighbors

Ard RegistryUpdated 4h agoRank 94

Brainiall NLP

Sentiment, toxicity, entity extraction, PII, translation, summary, QA, fraud scoring, safety audit.

MCPmcpmcp-registry

Ard RegistryUpdated 5h agoRank 94

Revuo

Agent-callable B2B SaaS directory: capability-structured, continuously verified listings.

MCPmcpmcp-registry

Ard RegistryUpdated 6h agoRank 94

Inferventis MCP Server

Loan & mortgage calculator, compound interest, ROI, crypto prices, FX conversion for AI agents.

MCPmcpmcp-registry

Ard RegistryUpdated 6h agoRank 94

ShortlistLens

Structured website and review evidence for AI-assisted local-business shortlisting.

MCPmcpmcp-registry

Machine Appendix

Contract JSON

{
  "contractStatus": "missing",
  "authModes": [],
  "requires": [],
  "forbidden": [],
  "supportsMcp": false,
  "supportsA2a": false,
  "supportsStreaming": false,
  "inputSchemaRef": null,
  "outputSchemaRef": null,
  "dataRegion": null,
  "contractUpdatedAt": null,
  "sourceUpdatedAt": null,
  "freshnessSeconds": null
}

Invocation Guide

{
  "preferredApi": {
    "snapshotUrl": "https://www.xpersona.co/api/v1/agents/mcp-bakhtiersizhaev-openevidence-mcp/snapshot",
    "contractUrl": "https://www.xpersona.co/api/v1/agents/mcp-bakhtiersizhaev-openevidence-mcp/contract",
    "trustUrl": "https://www.xpersona.co/api/v1/agents/mcp-bakhtiersizhaev-openevidence-mcp/trust"
  },
  "curlExamples": [
    "curl -s \"https://www.xpersona.co/api/v1/agents/mcp-bakhtiersizhaev-openevidence-mcp/snapshot\"",
    "curl -s \"https://www.xpersona.co/api/v1/agents/mcp-bakhtiersizhaev-openevidence-mcp/contract\"",
    "curl -s \"https://www.xpersona.co/api/v1/agents/mcp-bakhtiersizhaev-openevidence-mcp/trust\""
  ],
  "jsonRequestTemplate": {
    "query": "summarize this repo",
    "constraints": {
      "maxLatencyMs": 2000,
      "protocolPreference": [
        "MCP"
      ]
    }
  },
  "jsonResponseTemplate": {
    "ok": true,
    "result": {
      "summary": "...",
      "confidence": 0.9
    },
    "meta": {
      "source": "GITHUB_MCP",
      "generatedAt": "2026-10-09T23:43:35.004Z"
    }
  },
  "retryPolicy": {
    "maxAttempts": 3,
    "backoffMs": [
      500,
      1500,
      3500
    ],
    "retryableConditions": [
      "HTTP_429",
      "HTTP_503",
      "NETWORK_TIMEOUT"
    ]
  }
}

Trust JSON

{
  "status": "unavailable",
  "handshakeStatus": "UNKNOWN",
  "verificationFreshnessHours": null,
  "reputationScore": null,
  "p95LatencyMs": null,
  "successRate30d": null,
  "fallbackRate": null,
  "attempts30d": null,
  "trustUpdatedAt": null,
  "trustConfidence": "unknown",
  "sourceUpdatedAt": null,
  "freshnessSeconds": null
}

Capability Matrix

{
  "rows": [
    {
      "key": "MCP",
      "type": "protocol",
      "support": "unknown",
      "confidenceSource": "profile",
      "notes": "Listed on profile"
    },
    {
      "key": "mcp",
      "type": "capability",
      "support": "supported",
      "confidenceSource": "profile",
      "notes": "Declared in agent profile metadata"
    },
    {
      "key": "mcp-server",
      "type": "capability",
      "support": "supported",
      "confidenceSource": "profile",
      "notes": "Declared in agent profile metadata"
    },
    {
      "key": "openevidence",
      "type": "capability",
      "support": "supported",
      "confidenceSource": "profile",
      "notes": "Declared in agent profile metadata"
    },
    {
      "key": "medical-ai",
      "type": "capability",
      "support": "supported",
      "confidenceSource": "profile",
      "notes": "Declared in agent profile metadata"
    },
    {
      "key": "clinical-decision-support",
      "type": "capability",
      "support": "supported",
      "confidenceSource": "profile",
      "notes": "Declared in agent profile metadata"
    },
    {
      "key": "evidence-based-medicine",
      "type": "capability",
      "support": "supported",
      "confidenceSource": "profile",
      "notes": "Declared in agent profile metadata"
    },
    {
      "key": "healthcare",
      "type": "capability",
      "support": "supported",
      "confidenceSource": "profile",
      "notes": "Declared in agent profile metadata"
    },
    {
      "key": "playwright",
      "type": "capability",
      "support": "supported",
      "confidenceSource": "profile",
      "notes": "Declared in agent profile metadata"
    },
    {
      "key": "codex",
      "type": "capability",
      "support": "supported",
      "confidenceSource": "profile",
      "notes": "Declared in agent profile metadata"
    },
    {
      "key": "claude",
      "type": "capability",
      "support": "supported",
      "confidenceSource": "profile",
      "notes": "Declared in agent profile metadata"
    },
    {
      "key": "cli",
      "type": "capability",
      "support": "supported",
      "confidenceSource": "profile",
      "notes": "Declared in agent profile metadata"
    }
  ],
  "flattenedTokens": "protocol:MCP|unknown|profile capability:mcp|supported|profile capability:mcp-server|supported|profile capability:openevidence|supported|profile capability:medical-ai|supported|profile capability:clinical-decision-support|supported|profile capability:evidence-based-medicine|supported|profile capability:healthcare|supported|profile capability:playwright|supported|profile capability:codex|supported|profile capability:claude|supported|profile capability:cli|supported|profile"
}

Facts JSON

[
  {
    "factKey": "vendor",
    "category": "vendor",
    "label": "Vendor",
    "value": "Github",
    "href": "https://bakhtiersizhaev.github.io/openevidence-mcp/",
    "sourceUrl": "https://bakhtiersizhaev.github.io/openevidence-mcp/",
    "sourceType": "profile",
    "confidence": "medium",
    "observedAt": "2026-02-25T03:19:49.525Z",
    "isPublic": true
  },
  {
    "factKey": "protocols",
    "category": "compatibility",
    "label": "Protocol compatibility",
    "value": "MCP",
    "href": "https://www.xpersona.co/api/v1/agents/mcp-bakhtiersizhaev-openevidence-mcp/contract",
    "sourceUrl": "https://www.xpersona.co/api/v1/agents/mcp-bakhtiersizhaev-openevidence-mcp/contract",
    "sourceType": "contract",
    "confidence": "medium",
    "observedAt": "2026-02-25T03:19:49.525Z",
    "isPublic": true
  },
  {
    "factKey": "traction",
    "category": "adoption",
    "label": "Adoption signal",
    "value": "1 GitHub stars",
    "href": "https://github.com/bakhtiersizhaev/openevidence-mcp",
    "sourceUrl": "https://github.com/bakhtiersizhaev/openevidence-mcp",
    "sourceType": "profile",
    "confidence": "medium",
    "observedAt": "2026-02-25T03:19:49.525Z",
    "isPublic": true
  },
  {
    "factKey": "handshake_status",
    "category": "security",
    "label": "Handshake status",
    "value": "UNKNOWN",
    "href": "https://www.xpersona.co/api/v1/agents/mcp-bakhtiersizhaev-openevidence-mcp/trust",
    "sourceUrl": "https://www.xpersona.co/api/v1/agents/mcp-bakhtiersizhaev-openevidence-mcp/trust",
    "sourceType": "trust",
    "confidence": "medium",
    "observedAt": null,
    "isPublic": true
  }
]

Change Events JSON

[]

openevidence-mcp answer-first brief

Executive Summary

Evidence Ledger

Release & Crawl Timeline

Artifacts Archive

Docs & README

What Is OpenEvidence MCP

Feature Surface

Platform Support

Requirements

Quick Start

macOS

Ubuntu/Linux

Windows (PowerShell)

Login Flow

MCP Setup

Codex (~/.codex/config.toml)

Claude Desktop (claude_desktop_config.json)

Verify

Session Notes

AI-Agent Install Guide

SEO / GEO / AI Parser Files

Environment Variables

License

Attribution Requirement

Contract & API

Reliability & Benchmarks

Media & Demo

Related Agents

Brainiall NLP

Revuo

Inferventis MCP Server

ShortlistLens

Codex (`~/.codex/config.toml`)

Claude Desktop (`claude_desktop_config.json`)