Public record
Software health reportschema 0.13.0 · metrics 2.10.0 · 2026-07-18 14:51 UTC

dcostenco / prism-coder

Persistent memory + local AI for coding agents. 2B–27B open-weight LLM fleet, cross-session Mind Palace, cognitive routing, L3 grounding verifier, multi-agent Hivemind. Works with Claude Code, Cursor, VS Code. Offline-first, HIPAA-ready. Free tier included.

TypeScriptApache-2.0★ 155 stars⑂ 24 forkssince Feb 2026View on GitHub ↗
KindMCP serverLibraryCommand-line toolhow this is determined

dcostenco/prism-coder holds a health index of 80 out of 100, placing it in the Excellent band. It scores highest on Vitality (86/100) and lowest on Sustainability & Governance (52/100). It was last updated today. A single contributor accounts for most of its recent work.

80
overall / 100
Excellent

Software health index

Metrics are grouped into weighted categories on one standardized 1–100 scale. Overall starts as their weighted mean, calibrated against the distribution of the public record so bands carry percentile meaning; when public evidence triggers the High-Risk Jurisdiction Policy, the rating is adjusted and receives an At Risk ceiling of 34.

80
Exceptional93-100The record's top tier (≈ top 5%); essentially all checked criteria met
Excellent80-92Strong across the board; minor gaps
Good65-79Healthy; gaps are limited and manageable
Moderate50-64Acceptable with notable gaps; review recommended
Weak35-49Material weaknesses across several areas
At Risk20-34Significant weaknesses; adoption warrants caution
Critical1-19Severe problems (abandoned, single-maintainer, no hygiene)
VitalityCommunity &AdoptionSustainability &GovernanceEngineeringQualitySecurityAI Readiness

Score profile

Each axis is a category. The shape matters more than the average — a healthy subject fills the whole shape, while a spike-and-crater profile means strength in one dimension is masking risk in another.

The weighted overall 68 is calibrated to 80 on the published index scale (record calibration 2026-08-02).

Ownership

Dmitri CostencoPersonal account
2 followers9 public repossince Apr 2020

This repository is owned by a personal account. A single-owner project carries more continuity risk than an organization-backed one.

Package ecosystems

Metrics by category

Vitality

Is the project alive — is code being written and are releases shipping?

86Excellent · 21% of overall
How it's scored
36/36Push recencylast push 0 days ago
12.5/36Commit cadence18/52 weeks with commits
18/18Commit volume986 commits in the last year
10/10OpenSSF Scorecard: Maintained30 commit(s) and 12 issue activity found in the last 90 days -- score normalized to 10
Inputs used
commits_last_year986
human_commit_share
days_since_last_push0
active_weeks_last_year18

Release discipline

100Exceptional
How it's scored
27/27Ships releases34 releases published
36/36Release recencylatest release 6 days ago
27/27Release cadencea release every ~7.2 days
0/10OpenSSF Scorecard: Signed-Releasesno data
Inputs used
releases_count34
latest_release_tagv20-apache
releases_from_tagsno
days_since_latest_release6
mean_days_between_releases7.2
Excluded from scoring (no data or not applicable): OpenSSF Scorecard: Signed-Releases. Remaining weights renormalized.

Community & Adoption

Does the project have users, downloads, attention, and a welcoming setup for contributors?

59Moderate · 17% of overall
How it's scored
35.5/60Stars155 stars
11.3/25Forks24 forks
0/15Watchers1 watchers
Inputs used
forks24
stars155
watchers1
growth_stateunverified
growth_factor_pct100
growth_unverified_reasonno_history
How it's scored
22.5/22.5README
22.5/22.5Licenserecognized license (Apache-2.0)
18/18CONTRIBUTING guide
0/13.5Code of conduct
0/7.2Issue template
0/6.3PR template
Inputs used
has_readmeyes
has_licenseyes
readme_badges
has_contributingyes
has_issue_templateno
has_code_of_conductno
readme_badge_services
has_pull_request_templateno
How it's scored
49.6/80Monthly downloads5,205 downloads/month across npm
0/20Registry dependentsnot reported by this ecosystem
Inputs used
packagesprism-mcp-server
dependents
ecosystemsnpm
total_downloads
monthly_downloads5,205
unverified_packages_excluded
Excluded from scoring (no data or not applicable): Registry dependents. Remaining weights renormalized.

Sustainability & Governance

Will the project survive its people — bus factor, responsiveness, who backs it, and package upkeep?

52Moderate · 23% of overall
How it's scored
9/54Bus factor1 contributor(s) cover half of all commits
1.4/22.5Commit distributiontop contributor authored 94% of commits
4.1/13.5Contributor breadth3 contributors
0/10OpenSSF Scorecard: Contributorsproject has 0 contributing companies or organizations -- score normalized to 0
Inputs used
bus_factor1
contributors_sampled3
top_contributor_share0.939
How it's scored
42/42Issue resolution100% of issues closed
20.7/30PR acceptance29/42 decided PRs merged
0/13Newcomer PR acceptanceno first-time contributor's PR decided in 30d
0/15OpenSSF Scorecard: Code-ReviewFound 0/30 approved changesets -- score normalized to 0
Inputs used
merged_prs29
open_issues0
closed_issues29
prs_merged_7d
prs_decided_7d
prs_merged_30d
prs_decided_30d
issue_closed_ratio1
closed_unmerged_prs13
first_time_authors_30d
first_time_prs_merged_30d
first_time_prs_decided_30d
Excluded from scoring (no data or not applicable): Newcomer PR acceptance. Remaining weights renormalized.
How it's scored
10/30Ownership backingpersonal (user) account
0/20Verified domainnot applicable to user accounts
3.4/25Owner reach2 followers of dcostenco
19.3/25Track record9 public repos, account ~6 yr old
Inputs used
followers2
owner_typeUser
is_verified
owner_logindcostenco
public_repos9
account_age_days2,272
Excluded from scoring (no data or not applicable): Verified domain. Remaining weights renormalized.

Package maintenance

100Exceptional
How it's scored
25/25Published & resolvable1 package(s) on npm
35/35Publish recencylatest publish 0 days ago
20/20Version history157 published versions
20/20Not deprecatedactive, not deprecated or yanked
Inputs used
packagesprism-mcp-server
ecosystemsnpm
any_deprecatedno
min_days_since_publish0

Engineering Quality

Are baseline engineering and documentation practices in place?

77Good · 19% of overall
How it's scored
24/24CI workflows7 workflow(s)
24/24Tests present
0/16Linter config
0/9.6Pre-commit hooks
0/6.4.editorconfig
20/20OpenSSF Scorecard: CI-Tests2 out of 2 merged PRs checked by a CI test -- score normalized to 10
Inputs used
has_ciyes
has_testsyes
has_editorconfigno
has_linter_configno
has_precommit_configno

Documentation

90Excellent
How it's scored
30/30README
25/25Documentation directory
15/15Documentation / homepage sitehttps://synalux.ai/prism-mcp
10/10Repository description
10/10Topics20 topics
0/10Wiki
Inputs used
topicsagent-memory, mcp, mcp-server, model-context-protocol, supabase, typescript, ai-agent, semantic-search, local-first, sqlite, vector-search, mind-palace, anti-sycophancy, cognitive-architecture, hebbian-learning, spreading-activation, hipaa, local-llm, ollama, prism-coder
has_wikino
homepagehttps://synalux.ai/prism-mcp
docs_sitehttps://synalux.ai/prism-mcp
has_readmeyes
has_docs_diryes
has_descriptionyes

Security

Are visible security and supply-chain practices strong, without unresolved high-risk jurisdiction exposure?

64Moderate · 16% of overall
How it's scored
7.5/7.5Binary-Artifactsno binaries found in the repo
2.2/7.5Branch-Protectionbranch protection is not maximal on development and all release branches
2.5/2.5CI-Tests2 out of 2 merged PRs checked by a CI test -- score normalized to 10
0/2.5CII-Best-Practicesno effort to earn an OpenSSF best practices badge detected
0/7.5Code-ReviewFound 0/30 approved changesets -- score normalized to 0
0/2.5Contributorsproject has 0 contributing companies or organizations -- score normalized to 0
10/10Dangerous-Workflowno dangerous workflow patterns detected
7.5/7.5Dependency-Update-Toolupdate tool detected
0/5Fuzzingproject is not fuzzed
2.5/2.5Licenselicense file detected
7.5/7.5Maintained30 commit(s) and 12 issue activity found in the last 90 days -- score normalized to 10
5/5Packagingpackaging workflow detected
0/5Pinned-Dependenciesdependency not pinned by hash detected -- score normalized to 0
5/5SASTSAST tool is run on all commits
5/5Security-Policysecurity policy file detected
0/7.5Signed-Releasesno data
0/7.5Token-Permissionsdetected GitHub workflow tokens with excessive permissions
7.5/7.5Vulnerabilities0 existing vulnerabilities detected
Inputs used
sourceopenssf_scorecard
checks_evaluated17
scorecard_versionv5.5.0
checks_inconclusive1
scorecard_aggregate6.4
Excluded from scoring (no data or not applicable): Signed-Releases. Remaining weights renormalized.

AI Readiness

How well is the repo equipped to be developed and maintained with AI coding agents? Carries a deliberately small weight (4%): agent tooling is a real maintenance signal, but a repository with none can still reach 100/100.

73Good · 4% of overall
How it's scored
45/45Agent instructionsGEMINI.md
0/15Machine-readable docs (llms.txt)
0/40Legible commit historyno data
Inputs used
has_llms_txtno
llms_txt_url
legible_history_share
agent_instruction_filesGEMINI.md
agent_instruction_max_bytes474
Excluded from scoring (no data or not applicable): Legible commit history. Remaining weights renormalized.
How it's scored
0/18One-command bootstrap
22/22Automated tests
0/11Lint / format config
11/11Static type checkingexamples/vercel-ai-sdk-prism/tsconfig.json, tsconfig.json
10/10Reproducible environmentDockerfile, lockfile
0/10Demonstrated agent practiceno data
5/8Automated maintenancedependency automation configured, none observed in the sampled commits
0/10OpenSSF Scorecard: Pinned-Dependenciesdependency not pinned by hash detected -- score normalized to 0
Inputs used
has_nixno
has_testsyes
lockfilespackage-lock.json
has_dockerfileyes
typed_languageyes
bootstrap_files
has_devcontainerno
has_linter_configno
typecheck_configsexamples/vercel-ai-sdk-prism/tsconfig.json, tsconfig.json
agent_commit_share
toolchain_manifests
dependency_bot_commit_share0
Excluded from scoring (no data or not applicable): Demonstrated agent practice. Remaining weights renormalized.
How it's scored
45/45Type-checkable codeTypeScript (statically typed)
53.4/55Manageable file sizes9/312 source files over 60KB
Inputs used
primary_languageTypeScript
largest_source_bytes249,557
source_files_sampled312
oversized_source_files9
How it's scored
0/40API schema (OpenAPI/GraphQL/proto)not applicable to this kind of software
20/20MCP server
40/40Runnable examplesexamples
Inputs used
example_dirsexamples
has_mcp_signalyes
api_schema_files
interfaces_expected_of
Excluded from scoring (no data or not applicable): API schema (OpenAPI/GraphQL/proto). Remaining weights renormalized.

Key facts

155GitHub stars
3contributors
986commits, last 12 months
0days since last push
34releases
1bus factor
0open issues
npmpackage ecosystems

More detail

OpenSSF Scorecard 6.4 / 10
6.4aggregate

Independent, tool-agnostic security assessment from the open-source OpenSSF Scorecard. Each check rewards a security practice, not a specific vendor's tool. Checks Scorecard could not determine are marked n/a and excluded from the security score (never counted as zero).Scorecard v5.5.0 · 2026-07-18 14:50 UTC

10Binary-Artifactsno binaries found in the repo
3Branch-Protectionbranch protection is not maximal on development and all release branches
10CI-Tests2 out of 2 merged PRs checked by a CI test -- score normalized to 10
0CII-Best-Practicesno effort to earn an OpenSSF best practices badge detected
0Code-ReviewFound 0/30 approved changesets -- score normalized to 0
0Contributorsproject has 0 contributing companies or organizations -- score normalized to 0
10Dangerous-Workflowno dangerous workflow patterns detected
10Dependency-Update-Toolupdate tool detected
0Fuzzingproject is not fuzzed
10Licenselicense file detected
10Maintained30 commit(s) and 12 issue activity found in the last 90 days -- score normalized to 10
10Packagingpackaging workflow detected
0Pinned-Dependenciesdependency not pinned by hash detected -- score normalized to 0
10SASTSAST tool is run on all commits
10Security-Policysecurity policy file detected
n/aSigned-Releasesno releases found
0Token-Permissionsdetected GitHub workflow tokens with excessive permissions
10Vulnerabilities0 existing vulnerabilities detected
Direct dependencies 24
RegistryPackageVersion constraintManifest
npm@anthropic-ai/sdk^0.92.0package.json
npm@google/generative-ai^0.24.1package.json
npm@libsql/client^0.17.2package.json
npm@modelcontextprotocol/sdk^1.27.1package.json
npm@mozilla/readability^0.6.0package.json
npm@opentelemetry/api^1.9.1package.json
npm@opentelemetry/core^2.8.0package.json
npm@opentelemetry/exporter-trace-otlp-http^0.219.0package.json
npm@opentelemetry/resources^2.8.0package.json
npm@opentelemetry/sdk-trace-node^2.8.0package.json
npm@opentelemetry/semantic-conventions^1.40.0package.json
npm@supabase/supabase-js^2.99.3package.json
npmcheerio^1.2.0package.json
npmcommander^14.0.3package.json
npmfflate^0.8.2package.json
npmjose^6.2.2package.json
npmjsdom^29.0.1package.json
npmopenai^6.32.0package.json
npmp-limit^7.3.0package.json
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npmquickjs-emscripten^0.32.0package.json
npmstream-json^2.0.0package.json
npmturndown^7.2.2package.json
npmzod^4.3.6package.json
All dependencies 405

Full resolved dependency set from the GitHub dependency graph: 26 direct and 379 indirect (transitive) packages. The transitive closure is complete when the repository commits a lockfile.

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npmes-module-lexer2.0.0indirect
npmes-object-atoms1.1.1indirect
npmesbuild0.28.1indirect
npmescape-html1.0.3indirect
npmestree-walker3.0.3indirect
npmetag1.8.1indirect
npmeventsource3.0.7indirect
npmeventsource-parser3.0.6indirect
npmexpect-type1.3.0indirect
npmexpress5.2.1indirect
npmexpress-rate-limit8.3.2indirect
npmfast-deep-equal3.1.3indirect
npmfast-uri3.1.2indirect
npmfdir6.5.0indirect
npmfetch-blob3.2.0indirect
npmfinalhandler2.1.1indirect
npmflatbuffers1.12.0indirect
npmformdata-polyfill4.0.10indirect
npmforwarded0.2.0indirect
npmfresh2.0.0indirect
npmfsevents2.3.3indirect
npmfunction-bind1.1.2indirect
npmget-intrinsic1.3.0indirect
npmget-proto1.0.1indirect
npmgopd1.2.0indirect
npmguid-typescript1.0.9indirect
npmhas-symbols1.1.0indirect
npmhasown2.0.2indirect
npmhono4.12.26indirect
npmhtml-encoding-sniffer6.0.0indirect
npmhtmlparser210.1.0indirect
npmhttp-errors2.0.1indirect
npmiceberg-js0.8.1indirect
npmiconv-lite0.6.3indirect
npmiconv-lite0.7.2indirect
npminherits2.0.4indirect
npmip-address10.2.0indirect
npmipaddr.js1.9.1indirect
npmis-arrayish0.3.4indirect
npmis-potential-custom-element-name1.0.1indirect
npmis-promise4.0.0indirect
npmisexe2.0.0indirect
npmjs-base643.7.8indirect
npmjson-schema-to-ts3.1.1indirect
npmjson-schema-traverse1.0.0indirect
npmjson-schema-typed8.0.2indirect
npmlibsql0.5.29indirect
npmlightningcss1.32.0indirect
npmlightningcss-android-arm641.32.0indirect
npmlightningcss-darwin-arm641.32.0indirect
npmlightningcss-darwin-x641.32.0indirect
npmlightningcss-freebsd-x641.32.0indirect
npmlightningcss-linux-arm-gnueabihf1.32.0indirect
npmlightningcss-linux-arm64-gnu1.32.0indirect
npmlightningcss-linux-arm64-musl1.32.0indirect
npmlightningcss-linux-x64-gnu1.32.0indirect
npmlightningcss-linux-x64-musl1.32.0indirect
npmlightningcss-win32-arm64-msvc1.32.0indirect
npmlightningcss-win32-x64-msvc1.32.0indirect
npmlong5.3.2indirect
npmlru-cache11.2.7indirect
npmmagic-string0.30.21indirect
npmmath-intrinsics1.1.0indirect
npmmdn-data2.27.1indirect
npmmedia-typer1.1.0indirect
npmmerge-descriptors2.0.0indirect
npmmime-db1.54.0indirect
npmmime-types3.0.2indirect
npmminipass7.1.3indirect
npmminizlib3.1.0indirect
npmms2.1.3indirect
npmnanoid3.3.15indirect
npmnegotiator1.0.0indirect
npmnext^15.0.0indirect
npmnode-domexception1.0.0indirect
npmnode-fetch2.7.0indirect
npmnode-fetch3.3.2indirect
npmnth-check2.1.1indirect
npmobject-assign4.1.1indirect
npmobject-inspect1.13.4indirect
npmobug2.1.1indirect
npmon-finished2.4.1indirect
npmonce1.4.0indirect
npmonnxruntime-common1.20.1indirect
npmonnxruntime-node1.20.1indirect
npmonnxruntime-web1.20.1indirect
npmparse57.3.0indirect
npmparse58.0.0indirect
npmparse5-htmlparser2-tree-adapter7.1.0indirect
npmparse5-parser-stream7.1.2indirect
npmparseurl1.3.3indirect
npmpath-key3.1.1indirect
npmpath-to-regexp8.4.2indirect
npmpathe2.0.3indirect
npmpicocolors1.1.1indirect
npmpicomatch4.0.4indirect
npmpkce-challenge5.0.1indirect
npmplatform1.3.6indirect
npmprism-mcp-server^15.6.0indirect
npmpromise-limit2.7.0indirect
npmprotobufjs7.6.4indirect
npmproxy-addr2.0.7indirect
npmpunycode2.3.1indirect
npmqs6.15.2indirect
npmquickjs-emscripten-core0.32.0indirect
npmrange-parser1.2.1indirect
npmraw-body3.0.2indirect
npmreact^19.0.0indirect
npmreact-dom^19.0.0indirect
npmrequire-from-string2.0.2indirect
npmrolldown1.0.3indirect
npmrouter2.2.0indirect
npmsafer-buffer2.1.2indirect
npmsaxes6.0.0indirect
npmsemver7.7.4indirect
npmsend1.2.1indirect
npmserve-static2.2.1indirect
npmsetprototypeof1.2.0indirect
npmsharp0.33.5indirect
npmshebang-command2.0.0indirect
npmshebang-regex3.0.0indirect
npmside-channel1.1.0indirect
npmside-channel-list1.0.0indirect
npmside-channel-map1.0.1indirect
npmside-channel-weakmap1.0.2indirect
npmsiginfo2.0.0indirect
npmsimple-swizzle0.2.4indirect
npmsource-map-js1.2.1indirect
npmstackback0.0.2indirect
npmstatuses2.0.2indirect
npmstd-env4.0.0indirect
npmstream-chain3.6.1indirect
npmsymbol-tree3.2.4indirect
npmtar7.5.16indirect
npmtinybench2.9.0indirect
npmtinyexec1.0.4indirect
npmtinyglobby0.2.17indirect
npmtinyrainbow3.1.0indirect
npmtldts7.0.27indirect
npmtldts-core7.0.27indirect
npmtoidentifier1.0.1indirect
npmtough-cookie6.0.1indirect
npmtr460.0.3indirect
npmtr466.0.0indirect
npmts-algebra2.0.0indirect
npmtslib2.8.1indirect
npmtsx4.22.4indirect
npmtype-is2.0.1indirect
npmtypescript5.9.3indirect
npmtypescript^5.5.0indirect
npmundici7.28.0indirect
npmundici-types7.18.2indirect
npmundici-types7.24.7indirect
npmunpipe1.0.0indirect
npmvary1.1.2indirect
npmvite8.0.16indirect
npmvitest4.1.2indirect
npmw3c-xmlserializer5.0.0indirect
npmweb-streams-polyfill3.3.3indirect
npmwebidl-conversions3.0.1indirect
npmwebidl-conversions8.0.1indirect
npmwhatwg-encoding3.1.1indirect
npmwhatwg-mimetype4.0.0indirect
npmwhatwg-mimetype5.0.0indirect
npmwhatwg-url16.0.1indirect
npmwhatwg-url5.0.0indirect
npmwhich2.0.2indirect
npmwhy-is-node-running2.3.0indirect
npmwrappy1.0.2indirect
npmws8.21.0indirect
npmxml-name-validator5.0.0indirect
npmxmlchars2.2.0indirect
npmyallist5.0.0indirect
npmyocto-queue1.2.2indirect
npmzod-to-json-schema3.25.2indirect
PyPIcrewaiindirect
PyPIlangchainindirect
PyPIllama-indexindirect
PyPIpyautogenindirect
Raw JSON report machine-readable

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Scores are signals, not warranties. They reflect publicly visible practices on GitHub — not a code audit, and not a security guarantee.

Missing data is excluded and weights renormalized, never scored as zero. Methodology is versioned and open: metrics v2.10.0, schema v0.13.0 — full methodology · metrics wiki.

How one result sits in the wider record: aggregate statisticsnpm.