DeepSeek Harness plugin

academica-mcp

Academica scientific, healthcare, SEC, provider-market, reimbursement, and market-access MCP bundle for DeepSeek Harness and Pi.

Jump to install

Source facts

Repository
academica-sh/academica-mcp
Latest update
Aug 18, 2026
Category
Plugin Markets & Managers
GitHub stars
0
Format
plugin
Catalog evidence
Upstream dsh.bundle evidence
Evidence path
package.json#dsh.bundle
Checked against
0.1.0-rc.8
Upstream check date
2026-08-20

This evidence comes from the upstream catalog. This site has not installed, run, or security-reviewed the plugin.

Install

Start with a prompt that asks an agent to review the GitHub repository and source. Switch to the command if you want to install it yourself.

Copy this prompt into DSH, Codex, or another agent and ask it to review the GitHub repository and source first.

Do not install or run any commands yet. Read this plugin's GitHub repository, README, and relevant source code. Then answer the questions below clearly and directly so I can decide whether it fits my needs:

1. What is this plugin, and what problem does it solve?
2. Who is it for, and what are its typical use cases?
3. How is it used after installation? Include one minimal example.
4. What known limitations or privacy, security, compatibility, or maintenance risks does it have?
5. Give a clear recommendation: recommend, conditionally recommend, or do not recommend, with reasons.

Distinguish statements documented by the repository, inferences from source code, and unknowns. If evidence is insufficient, say so explicitly. Do not guess or simply repeat the README.

GitHub: https://github.com/academica-sh/academica-mcp
Plugin: academica-mcp
Author: academica-sh

Check the source files

Read the README and other files from this plugin directory before installing.

File explorer4 files
README.mdSource · read only

<div align="center"> <img src="assets/academica-mark.svg" width="92" alt="Academica"> <h1>Academica MCP</h1> <p><strong>Evidence infrastructure for scientific, healthcare, and financial agents.</strong></p> <p>Biomedical literature, clinical trials, physician-industry payments, healthcare-provider records, SEC ownership, SEC filing fundamentals, provider-market intelligence, and reimbursement evidence through eight read-only Model Context Protocol servers.</p>

![MCP](https://modelcontextprotocol.io/) ![Access](https://academica.sh/) ![Authentication](https://academica.sh/mcp/keys) ![License](LICENSE)

Get an API key · Documentation · Report an issue </div>

---

Five evidence surfaces. One protocol.

ServerEvidence surfacePlugin
PubMedBiomedical citations, abstracts, authorship, journals, and identifiersacademica-pubmed
Clinical TrialsStudy protocols, recruitment status, interventions, eligibility, and outcomesacademica-clinical-trials
Open PaymentsCMS transfers of value, manufacturers, physicians, and ownership interestsacademica-open-payments
Healthcare ProvidersNPI identities, specialties, taxonomies, credentials, and practice locationsacademica-hcp
§SEC Ownership & Flows13F and N-PORT positions, manager portfolios, security holders, 13D/G, and Form 4 eventsacademica-sec-ownership
10-KSEC Filings & FundamentalsFiling sections, chronology, XBRL facts, metric traces, peer comparisons, and disclosure diffsacademica-sec-filings
NPIProvider & Account IntelligenceProvider identity, declared organization relationships, observed utilization, account ranking, and market comparisonacademica-provider-market
$Reimbursement & Market AccessNative rates, code evidence, provider economics, jurisdiction coverage, and observed procedure volumeacademica-reimbursement

Install one server in under a minute with Claude Code

/plugin marketplace add academica-sh/academica-mcp
/plugin install academica-pubmed@academica

Set the API key before loading the plugin:

export ACADEMICA_API_KEY="ak_…"

> [!IMPORTANT] > One repository is the distribution authority; activation remains client-specific. Claude Code and Codex expose eight independently installable plugins. Cursor, Pi, Hermes, and the optional aggregate configurations register eight named servers together and let the client control which tools remain enabled.

From research question to cited evidence

flowchart LR
    A[Research agent<br/>Claude · Cursor · MCP client]
    B[Academica MCP<br/>Authenticated read-only tools]
    C[Primary records<br/>Identifiers and provenance retained]
    A --> B --> C

Hosted endpoints

ServerStreamable HTTP endpointOpenAPI schema
PubMedhttps://academica.sh/api/mcp/pubmedopenapi.json
Clinical Trialshttps://academica.sh/api/mcp/clinical-trialsopenapi.json
Open Paymentshttps://academica.sh/api/mcp/open-paymentsopenapi.json
Healthcare Providershttps://academica.sh/api/mcp/hcpopenapi.json
SEC Ownership & Flowshttps://academica.sh/api/mcp/sec-ownershipopenapi.json
SEC Filings & Fundamentalshttps://academica.sh/api/mcp/sec-filingsopenapi.json
Provider & Account Intelligencehttps://academica.sh/api/mcp/provider-marketopenapi.json
Reimbursement & Market Accesshttps://academica.sh/api/mcp/reimbursementopenapi.json

All eight servers use Streamable HTTP and accept an Academica API key in the Authorization: Bearer <key> header.

What a result preserves

Academica tools return structured evidence records rather than untraceable prose. Depending on the selected server, a result can retain:

  • source identifiers such as PMID, NCT ID, NPI, and CMS record identifiers;
  • official titles, statuses, dates, organizations, and named entities;
  • study interventions, eligibility criteria, sponsors, and locations;
  • payment categories, amounts, manufacturers, and covered recipients;
  • provider credentials, taxonomies, specialties, and practice locations.

Source identifiers support inspection of the corresponding primary record. Retrieved records are research evidence, not medical advice, and absence from a result set does not establish absence from the underlying world.

Client setup

<details open> <summary><strong>Claude Code</strong></summary>

/plugin marketplace add academica-sh/academica-mcp
/plugin install academica-pubmed@academica

Install additional evidence surfaces independently:

/plugin install academica-clinical-trials@academica
/plugin install academica-open-payments@academica
/plugin install academica-hcp@academica
/plugin install academica-sec-ownership@academica
/plugin install academica-sec-filings@academica
/plugin install academica-provider-market@academica
/plugin install academica-reimbursement@academica

</details>

<details> <summary><strong>Claude Team and Cowork</strong></summary>

Add each required endpoint as a Custom Web connector and provide the Academica key as Bearer authentication.

Name: Academica PubMed
URL: https://academica.sh/api/mcp/pubmed
Authorization: Bearer <Academica API key>

</details>

<details> <summary><strong>Cursor</strong></summary>

Install the repository as a Cursor Plugin. Under Plugins → Configure, set the required ACADEMICA_API_KEY variable. The native manifest registers all eight servers without storing the key in the repository. </details>

<details> <summary><strong>Codex</strong></summary>

export ACADEMICA_API_KEY="ak_…"
codex plugin marketplace add academica-sh/academica-mcp
codex plugin add academica-pubmed@academica

The Codex marketplace contains eight independently installable plugins. Each uses native bearer_token_env_var credential resolution. </details>

<details> <summary><strong>OpenCode</strong></summary>

Copy or merge one file from [clients/opencode](clients/opencode) into the applicable opencode.json. Individual-server examples and an optional all-server configuration use {env:ACADEMICA_API_KEY} substitution with OAuth disabled. </details>

<details> <summary><strong>Hermes Agent</strong></summary>

Merge [clients/hermes/config.yaml](clients/hermes/config.yaml) into ~/.hermes/config.yaml and expose ACADEMICA_API_KEY to Hermes. Eight upstream-ready catalog manifests are provided under [clients/hermes/catalog](clients/hermes/catalog). </details>

<details> <summary><strong>DeepSeek Harness</strong></summary>

export ACADEMICA_API_KEY="ak_…"
dsh plugin --profile web add github:academica-sh/academica-mcp

The package mounts eight instances of DeepSeek's official Streamable HTTP MCP client through [cordis.patch.yml](cordis.patch.yml). Installation is per Harness profile. </details>

<details> <summary><strong>Pi</strong></summary>

export ACADEMICA_API_KEY="ak_…"
pi install git:github.com/academica-sh/academica-mcp

The Pi package loads an Academica extension backed by pi-mcp-adapter. All eight servers are available; individual entries can be enabled or disabled through the adapter controls. </details>

<details> <summary><strong>Smithery</strong></summary>

Smithery treats each hosted endpoint as an independent catalog server. The eight publication records and the shared session-authorization schema are maintained under [smithery](smithery).

The session field accepts the complete authorization value:

Bearer <Academica API key>

No key is stored in the repository or catalog metadata. </details>

<details> <summary><strong>Generic MCP clients</strong></summary>

Transport: Streamable HTTP
URL: https://academica.sh/api/mcp/<server>
Header: Authorization: Bearer <Academica API key>

Valid server paths are pubmed, clinical-trials, open-payments, hcp, sec-ownership, sec-filings, provider-market, and reimbursement. </details>

<details> <summary><strong>ChatGPT Actions and OpenAPI clients</strong></summary>

Import the schema for the required evidence surface:

https://academica.sh/api/mcp/pubmed/openapi.json
https://academica.sh/api/mcp/clinical-trials/openapi.json
https://academica.sh/api/mcp/open-payments/openapi.json
https://academica.sh/api/mcp/hcp/openapi.json
https://academica.sh/api/mcp/sec-ownership/openapi.json
https://academica.sh/api/mcp/sec-filings/openapi.json
https://academica.sh/api/mcp/provider-market/openapi.json
https://academica.sh/api/mcp/reimbursement/openapi.json

Use API Key authentication with the Bearer scheme. The privacy policy URL is https://academica.sh/legal/privacy. </details>

Client compatibility

ClientRepository integrationAuthenticationSelection model
Claude Code.claude-plugin/marketplace.json plus eight plugin packagesACADEMICA_API_KEY environment substitutionInstall each evidence surface independently
Cursor.cursor-plugin/plugin.jsonRequired secret set under Plugins → ConfigureOne plugin exposes eight named servers
Codex.agents/plugins/marketplace.json plus eight .codex-plugin manifestsNative bearer_token_env_varInstall each evidence surface independently
OpenCodeclients/opencode/*.json{env:ACADEMICA_API_KEY} header substitutionIndividual files plus optional all.json
Hermes Agentclients/hermes/config.yaml${ACADEMICA_API_KEY} header substitutionEight servers in one configuration
DeepSeek Harnesspackage.json plus cordis.patch.ymlEnvironment-backed header in the Cordis bundleEight MCP-client instances per installed profile
Pipackage.json plus extensions/academica-mcp.tsEnvironment-backed header through pi-mcp-adapterOne package; servers can be disabled individually
SmitheryEight hosted URL-server records under smithery/Session-scoped Authorization header mappingOne catalog entry per evidence surface
Agent PluginsRoot plugin.json plus mcp.jsonClient-managed; the portable standard stores no secret referencesOne portable plugin declares eight servers

The portable Agent Plugins files intentionally contain no Authorization header. Clients that require bearer authentication use the native integrations listed above.

Verified distribution gates

  • Root Agent Plugins manifests validate against the 1.0.0 schemas.
  • All eight Codex plugins declare native bearer-token environment-variable resolution.
  • All eight OpenCode configurations validate as JSON and retain OAuth-disabled bearer authentication.
  • Hermes configuration and catalog manifests parse as YAML.
  • The Pi package installs from a local Git source and exports a valid extension function.
  • The npm package contains the Pi extension and DeepSeek Cordis bundle; dependency audit reports zero known vulnerabilities.
  • Smithery publication records enumerate eight hosted servers, and the session schema validates as JSON Schema 2020-12.
  • All JSON manifests parse, and no operational API key is committed.

These checks prove packaging and configuration compatibility. Directory approval, npm publication, and authenticated evidence queries are separate release gates.

Built for evidence work

PropertyContract
Read-only by designRetrieval tools cannot modify upstream scientific or public records.
Source-resolvableStable identifiers support inspection of the underlying record.
Scoped credentialsUser-issued keys support revocation and evidence-surface authorization.
ComposableIndependent servers support focused agents and cross-surface workflows.

Repository map

academica-mcp/
├── plugin.json                         # Open Plugins identity
├── mcp.json                            # Portable eight-server MCP catalog
├── .cursor-plugin/plugin.json          # Cursor variables and authenticated MCPs
├── .agents/plugins/marketplace.json    # Codex marketplace catalog
├── .claude-plugin/marketplace.json      # Claude Code marketplace catalog
├── package.json                        # DeepSeek Harness and Pi package
├── cordis.patch.yml                    # DeepSeek MCP client bundle
├── extensions/                         # Pi MCP adapter extension
├── clients/                            # OpenCode and Hermes configurations
├── smithery/                           # Hosted-server publication records and session schema
├── plugins/
│   ├── academica-pubmed/                # Claude and Codex plugin manifests
│   ├── academica-clinical-trials/
│   ├── academica-open-payments/
│   ├── academica-hcp/
│   ├── academica-sec-ownership/
│   ├── academica-sec-filings/
│   ├── academica-provider-market/
│   └── academica-reimbursement/
└── registry/
    ├── pubmed/server.json               # Official MCP Registry metadata
    ├── clinical-trials/server.json
    ├── open-payments/server.json
    ├── hcp/server.json
    ├── sec-ownership/server.json
    ├── sec-filings/server.json
    ├── provider-market/server.json
    └── reimbursement/server.json

Cloning this repository downloads distribution metadata. It does not download the evidence corpora or start local servers; the manifests connect compatible clients to Academica's hosted endpoints.

Security and policy

  • Never commit an operational API key.
  • Store ACADEMICA_API_KEY in the client environment or its protected credential store.
  • Revoke exposed or unused keys at the API key console.
  • Report security concerns privately to [sid@academica.sh](mailto:sid@academica.sh).

Privacy policy · Terms · [MIT license](LICENSE)

---

<div align="center"> <strong>Academica</strong><br> Scientific evidence infrastructure for AI agents<br> <a href="https://academica.sh">academica.sh</a> </div>