Goldenmatch MCP Server
by benseverndev-ossZero-config entity resolution feeding a durable identity layer: messy records from any source become stable golden entities, a Customer 360 with provenance, merge/split and audit. Fellegi-Sunter beats hand-tuned Splink. Arrow-native/Rust, 250M rows in 11.2 min. Python + edge TypeScript (WASM), SQL-native in Postgres & DuckDB, 97 MCP tools + REST.
Goldenmatch is an open-source mcp server by benseverndev-oss, written mainly in Python, with 135 GitHub stars and the MIT license. Its code was last updated Nov 1, 2026.
Scan summary: scanned Nov 5, 2026 at commit 54e8f21. Seen able to run shell commands, run dynamic code, read environment and secrets, connect to the internet. Scan policy
ScannedScanned. The automated checks below ran on the commit shown. Read each line for what was and was not covered.
Full scan at
54e8f21 · Nov 5, 2026 ScannedStatic, secrets and dependency checks completed with no critical findings. BuildsIt installed from a fresh machine.
Warning. This check found something worth reading in the findings below. It is not proof of a problem.Static code scanwarnWarning. This check found something worth reading in the findings below. It is not proof of a problem.
Flagged. This check found an issue. See the findings below.Secrets scanfailFlagged. This check found an issue. See the findings below.
Flagged. This check found an issue. See the findings below.Dependency audit148 known vulnerabilitiesfailFlagged. This check found an issue. See the findings below.
Warning. This check found something worth reading in the findings below. It is not proof of a problem.ManifestnonewarnWarning. This check found something worth reading in the findings below. It is not proof of a problem.
Passed. This check ran and found nothing it flags.BuildpassPassed. This check ran and found nothing it flags.
Not applicable. This check does not apply to this kind of project, or it was not run in this scan.Boot & handshaken/aNot applicable. This check does not apply to this kind of project, or it was not run in this scan.
Warning. This check found something worth reading in the findings below. It is not proof of a problem.Network egresswarnWarning. This check found something worth reading in the findings below. It is not proof of a problem.
Not applicable. This check does not apply to this kind of project, or it was not run in this scan.Reproducible (×3)n/aNot applicable. This check does not apply to this kind of project, or it was not run in this scan.
Findings (71)
- highHigh. Something risky that needs a close look before you install.credential-access issueDetails are available to the maintainer after claiming this listing.
- highHigh. Something risky that needs a close look before you install.dropper issueDetails are available to the maintainer after claiming this listing.
- highHigh. Something risky that needs a close look before you install.dropper issueDetails are available to the maintainer after claiming this listing.
- highHigh. Something risky that needs a close look before you install.dropper issueDetails are available to the maintainer after claiming this listing.
- highHigh. Something risky that needs a close look before you install.dropper issueDetails are available to the maintainer after claiming this listing.
- highHigh. Something risky that needs a close look before you install.secrets issueDetails are available to the maintainer after claiming this listing.
- highHigh. Something risky that needs a close look before you install.dependencies issueDetails are available to the maintainer after claiming this listing.
- highHigh. Something risky that needs a close look before you install.dependencies issueDetails are available to the maintainer after claiming this listing.
- highHigh. Something risky that needs a close look before you install.dependencies issueDetails are available to the maintainer after claiming this listing.
- highHigh. Something risky that needs a close look before you install.dependencies issueDetails are available to the maintainer after claiming this listing.
- mediumMedium. Worth checking, often a vulnerable dependency or a setup problem.Turns off TLS certificate checking, allowing traffic interception.
packages/python/goldenmatch/goldenmatch/_api.py:1103 - mediumMedium. Worth checking, often a vulnerable dependency or a setup problem.Turns off TLS certificate checking, allowing traffic interception.
packages/python/goldenmatch/goldenmatch/core/suggest/adapter.py:33 - mediumMedium. Worth checking, often a vulnerable dependency or a setup problem.Turns off TLS certificate checking, allowing traffic interception.
packages/python/goldenmatch/goldenmatch/core/suggest/adapter.py:978 - mediumMedium. Worth checking, often a vulnerable dependency or a setup problem.Turns off TLS certificate checking, allowing traffic interception.
packages/python/goldenmatch/goldenmatch/core/suggest/adapter.py:981 - mediumMedium. Worth checking, often a vulnerable dependency or a setup problem.Turns off TLS certificate checking, allowing traffic interception.
packages/python/goldenmatch/goldenmatch/core/suggest/adapter.py:1008 - mediumMedium. Worth checking, often a vulnerable dependency or a setup problem.Very long encoded string literal. Often used to hide a payload.
packages/typescript/goldencheck/src/core/_wasm/goldencheckWasmBytes.ts:5 - mediumMedium. Worth checking, often a vulnerable dependency or a setup problem.Very long encoded string literal. Often used to hide a payload.
packages/typescript/goldengraph/src/core/_wasm/goldengraphWasmBytes.ts:5 - mediumMedium. Worth checking, often a vulnerable dependency or a setup problem.Very long encoded string literal. Often used to hide a payload.
packages/typescript/goldenmatch/src/core/_wasm/clusterWasmBytes.ts:5 - mediumMedium. Worth checking, often a vulnerable dependency or a setup problem.Very long encoded string literal. Often used to hide a payload.
packages/typescript/goldenmatch/src/core/_wasm/documentsWasmBytes.ts:5 - mediumMedium. Worth checking, often a vulnerable dependency or a setup problem.Very long encoded string literal. Often used to hide a payload.
packages/typescript/goldenmatch/src/core/_wasm/fingerprintWasmBytes.ts:5 - mediumMedium. Worth checking, often a vulnerable dependency or a setup problem.Very long encoded string literal. Often used to hide a payload.
packages/typescript/goldenmatch/src/core/_wasm/fsWasmBytes.ts:5 - mediumMedium. Worth checking, often a vulnerable dependency or a setup problem.Very long encoded string literal. Often used to hide a payload.
packages/typescript/goldenmatch/src/core/_wasm/goldenembedWasmBytes.ts:5 - mediumMedium. Worth checking, often a vulnerable dependency or a setup problem.Very long encoded string literal. Often used to hide a payload.
packages/typescript/goldenmatch/src/core/_wasm/goldenhnswWasmBytes.ts:5 - mediumMedium. Worth checking, often a vulnerable dependency or a setup problem.Very long encoded string literal. Often used to hide a payload.
packages/typescript/goldenmatch/src/core/_wasm/graphWasmBytes.ts:5 - mediumMedium. Worth checking, often a vulnerable dependency or a setup problem.Very long encoded string literal. Often used to hide a payload.
packages/typescript/goldenmatch/src/core/_wasm/keyIntegrityWasmBytes.ts:5 - mediumMedium. Worth checking, often a vulnerable dependency or a setup problem.Very long encoded string literal. Often used to hide a payload.
packages/typescript/goldenmatch/src/core/_wasm/perceptualWasmBytes.ts:5 - mediumMedium. Worth checking, often a vulnerable dependency or a setup problem.Very long encoded string literal. Often used to hide a payload.
packages/typescript/goldenmatch/src/core/_wasm/sketchWasmBytes.ts:5 - mediumMedium. Worth checking, often a vulnerable dependency or a setup problem.Very long encoded string literal. Often used to hide a payload.
packages/typescript/goldenmatch/src/core/_wasm/suggestWasmBytes.ts:5 - mediumMedium. Worth checking, often a vulnerable dependency or a setup problem.Very long encoded string literal. Often used to hide a payload.
packages/typescript/goldenprofile/src/core/_wasm/goldenprofileWasmBytes.ts:5 - mediumMedium. Worth checking, often a vulnerable dependency or a setup problem.Deserializes data with pickle/marshal, which can execute code.
scripts/bench_fs_streaming_prototype.py:174 - mediumMedium. Worth checking, often a vulnerable dependency or a setup problem.Runs shell commands. Fine for some tools, but it means the agent can run anything your user can.
scripts/distill/modal_bench.py:122 - mediumMedium. Worth checking, often a vulnerable dependency or a setup problem.Runs shell commands. Fine for some tools, but it means the agent can run anything your user can.
scripts/distill/modal_stark.py:110 - mediumMedium. Worth checking, often a vulnerable dependency or a setup problem.Turns off TLS certificate checking, allowing traffic interception.
scripts/suggest_quality/bakeoff.py:155 - mediumMedium. Worth checking, often a vulnerable dependency or a setup problem.Turns off TLS certificate checking, allowing traffic interception.
scripts/suggest_quality/converge.py:22 - mediumMedium. Worth checking, often a vulnerable dependency or a setup problem.Turns off TLS certificate checking, allowing traffic interception.
scripts/suggest_quality/gym.py:14 - mediumMedium. Worth checking, often a vulnerable dependency or a setup problem.Turns off TLS certificate checking, allowing traffic interception.
scripts/suggest_quality/gym.py:53 - mediumMedium. Worth checking, often a vulnerable dependency or a setup problem.Turns off TLS certificate checking, allowing traffic interception.
scripts/suggest_quality/gym.py:148 - mediumMedium. Worth checking, often a vulnerable dependency or a setup problem.Turns off TLS certificate checking, allowing traffic interception.
scripts/suggest_quality/gym.py:156 - mediumMedium. Worth checking, often a vulnerable dependency or a setup problem.msgpack@1.2.1: 2 known vulnerabilitiesGHSA-j586-36cw-2gc2, GHSA-j586-36cw-2gc2
packages/dbt/goldensuite/uv.lock - mediumMedium. Worth checking, often a vulnerable dependency or a setup problem.sqlparse@0.5.5: 5 known vulnerabilitiesPYSEC-2026-3696, PYSEC-2026-3697, PYSEC-2026-3698, PYSEC-2026-3699, PYSEC-2026-3923
packages/dbt/goldensuite/uv.lock - mediumMedium. Worth checking, often a vulnerable dependency or a setup problem.urllib3@2.7.0: 3 known vulnerabilitiesPYSEC-2026-4175, PYSEC-2026-4176, PYSEC-2026-4177
packages/dbt/goldensuite/uv.lock - mediumMedium. Worth checking, often a vulnerable dependency or a setup problem.thrift@0.17.0: 1 known vulnerabilityRUSTSEC-2026-0435
packages/rust/extensions/datafusion-udf/Cargo.lock - mediumMedium. Worth checking, often a vulnerable dependency or a setup problem.undici@7.28.0: 23 known vulnerabilitiesGHSA-2gqq-gqf2-x968, GHSA-2jfj-6hjv-fm6j, GHSA-2m5v-pch6-74hx, GHSA-3wwx-pv8p-q78v, GHSA-3xpg-4rpp-hhhm +18 more
pnpm-lock.yaml - mediumMedium. Worth checking, often a vulnerable dependency or a setup problem.zod@4.4.3: 1 known vulnerabilityGHSA-mrhx-c7xc-m3w5
pnpm-lock.yaml - mediumMedium. Worth checking, often a vulnerable dependency or a setup problem.filelock@3.29.0: 9 known vulnerabilitiesGHSA-567q-5qvw-pf92, GHSA-69hj-f68j-2879, GHSA-8mx5-7m5m-r77g, GHSA-9vhv-jxww-xfm5, GHSA-cwqr-hh33-gh44 +4 more
uv.lock - mediumMedium. Worth checking, often a vulnerable dependency or a setup problem.oauthlib@4.0.0: 1 known vulnerabilityGHSA-3jp2-3mrg-2vxc
uv.lock - mediumMedium. Worth checking, often a vulnerable dependency or a setup problem.pyasn1@0.6.4: 4 known vulnerabilitiesGHSA-2qm8-x737-gmw5, GHSA-9m75-vc3g-4x39, GHSA-fm9c-5rcf-2q5p, GHSA-mm57-4v3p-rchx
uv.lock - mediumMedium. Worth checking, often a vulnerable dependency or a setup problem.Install contacted hosts other than package registriestelemetry.vercel.com
- lowLow. Minor, or common in normal tools. Shown for information.Possible example credential in docs/tests: curl-auth-header
docs-site/goldenmatch/rest-api.mdx:27 - lowLow. Minor, or common in normal tools. Shown for information.Possible example credential in docs/tests: curl-auth-header
docs-site/goldenmatch/mcp.mdx:94 - lowLow. Minor, or common in normal tools. Shown for information.Possible example credential in docs/tests: generic-api-key
packages/python/goldenmatch/tests/test_golden_strategy_llm_no_secret_log.py:17 - lowLow. Minor, or common in normal tools. Shown for information.arrow-data@58.4.0: 1 known vulnerabilityRUSTSEC-2026-0442
packages/rust/extensions/datafusion-udf/Cargo.lock - lowLow. Minor, or common in normal tools. Shown for information.arrow-data@60.0.0: 4 known vulnerabilitiesRUSTSEC-2026-0442, RUSTSEC-2026-0442, RUSTSEC-2026-0442, RUSTSEC-2026-0442
packages/rust/extensions/datafusion-udf/Cargo.lock - lowLow. Minor, or common in normal tools. Shown for information.ctutils@0.4.2: 4 known vulnerabilitiesRUSTSEC-2026-0385, RUSTSEC-2026-0385, RUSTSEC-2026-0385, RUSTSEC-2026-0385
packages/rust/extensions/datafusion-udf/Cargo.lock - lowLow. Minor, or common in normal tools. Shown for information.generational-arena@0.2.9: 1 known vulnerabilityRUSTSEC-2024-0014
packages/rust/extensions/datafusion-udf/Cargo.lock - lowLow. Minor, or common in normal tools. Shown for information.paste@1.0.15: 2 known vulnerabilitiesRUSTSEC-2024-0436, RUSTSEC-2024-0436
packages/rust/extensions/datafusion-udf/Cargo.lock - lowLow. Minor, or common in normal tools. Shown for information.tokio@1.52.3: 1 known vulnerabilityRUSTSEC-2026-0386
packages/rust/extensions/datafusion-udf/Cargo.lock - lowLow. Minor, or common in normal tools. Shown for information.zstd@0.13.3: 1 known vulnerabilityRUSTSEC-2026-0391
packages/rust/extensions/datafusion-udf/Cargo.lock - lowLow. Minor, or common in normal tools. Shown for information.zstd-safe@7.2.4: 12 known vulnerabilitiesRUSTSEC-2026-0395, RUSTSEC-2026-0396, RUSTSEC-2026-0397, RUSTSEC-2026-0398, RUSTSEC-2026-0399 +7 more
packages/rust/extensions/datafusion-udf/Cargo.lock - lowLow. Minor, or common in normal tools. Shown for information.zstd-sys@2.0.16+zstd.1.5.7: 1 known vulnerabilityRUSTSEC-2026-0410
packages/rust/extensions/datafusion-udf/Cargo.lock - lowLow. Minor, or common in normal tools. Shown for information.webpki-root-certs@1.0.7: 1 known vulnerabilityRUSTSEC-2026-0383
packages/rust/extensions/goldenembed/Cargo.lock - lowLow. Minor, or common in normal tools. Shown for information.atomic-polyfill@1.0.3: 2 known vulnerabilitiesRUSTSEC-2023-0089, RUSTSEC-2023-0089
packages/rust/extensions/goldenflow-wasm/Cargo.lock - lowLow. Minor, or common in normal tools. Shown for information.serde_cbor@0.11.2: 1 known vulnerabilityRUSTSEC-2021-0127
packages/rust/extensions/postgres/Cargo.lock - lowLow. Minor, or common in normal tools. Shown for information.tokio@1.53.1: 1 known vulnerabilityRUSTSEC-2026-0386
packages/rust/extensions/postgres/Cargo.lock - lowLow. Minor, or common in normal tools. Shown for information.glob@13.0.6: 1 known vulnerabilityGHSA-3g3m-2fjr-6pw4
pnpm-lock.yaml - lowLow. Minor, or common in normal tools. Shown for information.minimatch@10.2.6: 1 known vulnerabilityGHSA-g3hv-75wg-m249
pnpm-lock.yaml - lowLow. Minor, or common in normal tools. Shown for information.idna@3.9.0: 1 known vulnerabilityPYSEC-2026-215
scripts/distill/requirements-distill.txt - lowLow. Minor, or common in normal tools. Shown for information.diskcache@5.6.3: 1 known vulnerabilityPYSEC-2026-2447
uv.lock - lowLow. Minor, or common in normal tools. Shown for information.setuptools@83.0.0: 1 known vulnerabilityGHSA-xmj3-9gf7-h52w
uv.lock - lowLow. Minor, or common in normal tools. Shown for information.No manifest declaring network access and environment variables (agent.json)
- lowLow. Minor, or common in normal tools. Shown for information.Couldn't work out how to start the server. Set "entrypoint" in agent.json.
Network activity
During install
github.comregistry.npmjs.orgrelease-assets.githubusercontent.comtelemetry.vercel.com
While running
Not run — the code wasn't started in this scan
Automated result for the commit shown. See our scan policy. View the scan log
Maintainers can claim the listing to rescan, or dispute a result.
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