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WikiCode — Developer Resource Search
Search GitHub, GitLab, npm, and Stack Overflow together. WikiCode ranks useful repositories, packages, and answers by match, maintenance, popularity, and quality.
Developer Resource Search
Search, shortlist, compare, and save the resources worth returning to.
The strongest matches will appear first.
Repositories, packages, and technical answers will appear here.
A clearer starting point
Every result puts match, maintenance, popularity, and source context in one compact view.
Strong title match · Recently maintained · Popular Python project
Matches requested tags · Strong maintenance signal · Good package quality
Accepted answer · Strong phrase match · Recent community activity
Why developers use WikiCode
Compare different kinds of developer resources without pretending stars, downloads, and question votes mean the same thing.
Start with one plain-language query across four ecosystems.
Select the few results that actually fit your project.
Review maintenance, quality, popularity, and why each result matched.
Keep the winner in a collection when you are ready to return.
Useful even when a provider has a bad day
When one source times out, WikiCode keeps available results visible and tells you exactly what is missing. Recent cached results may be used when they are still useful.
How ranking and resilience work →Keep the good finds
Your WikiCode account
Return to your saved results, collections, and search history.
Your shortlist, organized
Keep useful repositories, packages, and answers together by project or decision.
Loading your library…
Pick up where you left off
Repeat a past query or review which sources were available.
Private administration
Monitor visitors, page activity, account conversion, search quality, provider outcomes, and feedback.
Audience
Anonymous visitors use a signed pseudonymous cookie. Raw IP addresses, full referrer URLs, and search queries are not retained here.
14-day trend
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Last 30 days
Acquisition
Audience
Most recent
Pseudonymous guest IDs; usernames appear only after sign-in.
Product health
Aggregate account activity only. Raw queries and personal account data are not shown.
14-day trend
Loading activity…
Last 30 days
Outcomes recorded during signed-in searches; this is not provider uptime.
Inbox
Quality signals
Account and activity
Your account overview, research activity, and preferences.
Account
Your first title unlocks at level 5
Member since —
Your activity
Eligible searches and useful resource activity earn small, cooldown-protected rewards.
Level rewards
Your first rewards unlock at level 5.
Security
Review and revoke browser sessions connected to your account.
Data and privacy
Download a JSON copy of your WikiCode account and activity.
This administrator account is protected from self-service deletion.
Most recent events
Transparent by design
WikiCode brings unlike sources into one search without treating every provider metric as interchangeable.
Your query goes to the providers you choose. If one is unavailable, the others can still return useful results.
Popularity is normalized within each source, so repository stars do not compete directly with package or question metrics.
Strong wording and tag matches lead. Recent maintenance, accepted answers, provider quality, and popularity help break ties.
Unanswered questions, archived projects, and stale resources receive explicit quality penalties.
Why this match?
The score is a discovery aid, not an endorsement. Always review the original project or answer before adding it to production.
About WikiCode
WikiCode is a developer resource search engine for finding, comparing, and keeping the projects and answers that move work forward.
A useful answer may live in a repository, a package registry, or a community thread. WikiCode reduces the repeated searching and tab juggling between them.
WikiCode does not copy provider content, sell rankings, or claim that one number can replace technical judgment. Results always link to their original source.
Trust
Plain-language information about the data WikiCode uses to provide search and account features.
Guest search allowance and basic abuse protection use short-lived browser and request identifiers. First-party site analytics use a signed pseudonymous cookie to count visitors, route views, external referrer domains, and broad device classes. Raw IP addresses, full referrer URLs, and search-query text are not retained in visitor analytics. Search queries are sent to the providers you select.
Accounts retain profile details, searches, saved results, collections, sessions, and feedback needed for the features you choose. Passwords are stored only as secure hashes. GitHub sign-in receives your GitHub identity and verified email but does not request repository access.
You can export your account data, revoke sessions, clear saved work, or permanently delete your account from Profile.
Opening a result takes you to GitHub, GitLab, npm, or Stack Overflow and their privacy practices apply there.
Trust
Use WikiCode as a research aid, and verify resources before relying on them.
Do not abuse the service, bypass rate limits, interfere with other users, or use WikiCode in violation of a provider’s terms.
Results and scores are provided for discovery. WikiCode does not guarantee that a project is secure, compatible, licensed for your use, or actively supported.
You are responsible for protecting your credentials and for the collections, notes, and feedback you submit.
Provider outages, rate limits, and upstream changes can affect search coverage. WikiCode may use recent cached results and will label partial responses.
Developer interface
A curated, read-only guide to WikiCode’s supported REST endpoints, authentication model, search parameters, and response contracts.
https://wikicode.space
Request security
csrf_token inside the profile response.
credentials: "same-origin".
POST, PATCH, and
DELETE requests, send the token in
X-CSRF-Token.
This page does not execute requests. Passwords, cookies, provider credentials, internal addresses, and raw upstream responses are never displayed here.
Identity
Expiring server-side sessions with Argon2 password hashing.
| Method | Endpoint | Access | Purpose |
|---|---|---|---|
| POST | /api/auth/register |
Public | Create a normalized user account and expiring session. |
| POST | /api/auth/login |
Public | Authenticate by username or email using a generic failure response. |
| POST | /api/auth/logout |
Session + CSRF | Revoke the current database session and clear its cookie. |
{
"username": "alex",
"email": "alex@example.com",
"password": "a-long-unique-password"
}{
"identifier": "alex",
"password": "a-long-unique-password"
}Core workflow
Concurrent provider search with normalized, explainable results.
/api/search?q=QUERY
A visitor may run five unique searches during a rolling 30-day guest window. Repeating or paginating the same normalized query does not consume another search. Search history, rewards, saves, and feedback require an account.
| Parameter | Accepted values | Default | Notes |
|---|---|---|---|
q |
2–120 characters | Required | Whitespace-normalized technical search query. |
provider |
github, gitlab, npm, stackoverflow | All | Repeat the parameter to select multiple providers. |
type |
all, repository, package, question | all | Restricts the compatible provider set. |
language |
Language or provider tag | — | Filters normalized titles and tags. |
min_relevance |
0–100 | 0 | Minimum deterministic relevance score. |
updated_after |
YYYY-MM-DD | — | Filters by the best available provider timestamp. |
sort |
relevance, popularity, recent | relevance | Controls final DataFrame ordering. |
limit / offset |
1–20 / 0–100 | 8 / 0 | Bounded result pagination. |
{
"query": "fastapi postgresql",
"result_count": 8,
"providers": {
"github": { "status": "available", "result_count": 5 },
"stackoverflow": { "status": "available", "result_count": 4 }
},
"warnings": [],
"results": [
{
"source": "github",
"external_id": "12345",
"title": "example/fastapi-postgresql",
"url": "https://github.com/example/fastapi-postgresql",
"tags": ["python", "fastapi", "postgresql"],
"relevance_score": 82.4,
"explanation": {
"text_match": 43.2,
"tag_match": 15.0,
"popularity": 9.2,
"source_rank": 10.0,
"exact_title": 5.0,
"final_score": 82.4
}
}
]
}| GET | /api/search-history |
Session | Return paginated queries with provider success and failure records. |
Personal workspace
Owned resources are always scoped to the authenticated user.
| Method | Endpoint | Access | Purpose |
|---|---|---|---|
| GET | /api/saved-results |
Session | List saved results, optionally filtered by collection. |
| POST | /api/saved-results |
Session + CSRF | Save a verified normalized search result. |
| PATCH | /api/saved-results/{id} |
Session + CSRF | Update a personal note or collection assignment. |
| DELETE | /api/saved-results/{id} |
Session + CSRF | Remove one owned saved result. |
| GET | /api/saved-collections |
Session | List collections and their result counts. |
| POST | /api/saved-collections |
Session + CSRF | Create a named collection. |
| DELETE | /api/saved-collections/{id} |
Session + CSRF | Delete a collection while keeping its results unfiled. |
| POST | /api/activity/result-open |
Session + CSRF | Record a verified source open and apply reward safeguards. |
Saving, opening, and rating a result requires the opaque result_token
returned by the search API. It proves the record originated from WikiCode without
exposing any application secret.
User control
Account security and portability remain under the user’s control.
| Method | Endpoint | Access | Purpose |
|---|---|---|---|
| GET | /api/users/me |
Session | Return the profile and progression aggregates. |
| PATCH | /api/users/me |
Session + CSRF | Update and normalize the account email. |
| PATCH | /api/users/me/preferences |
Session + CSRF | Select an unlocked visual theme that persists across sessions. |
| GET | /api/users/me/activity |
Session | Return recent account and progression activity. |
| POST | /api/users/me/password |
Session + CSRF | Change the password and revoke other sessions. |
| GET | /api/users/me/sessions |
Session | List unexpired browser sessions. |
| DELETE | /api/users/me/sessions/{id} |
Session + CSRF | Revoke an owned session. |
| GET | /api/users/me/export |
Session | Export account data and activity as JSON. |
| DELETE | /api/users/me |
Session + CSRF | Permanently delete the verified account and owned data. |
Product signals
Structured input without exposing provider or account internals.
| POST | /api/feedback/results |
Session + CSRF | Record useful or not-useful feedback for a verified search result. |
| POST | /api/feedback |
Session + CSRF | Submit rate-limited product, problem, or integration feedback. |
Operations
Safe operational signals with no credentials or internal addresses.
| GET | /health |
Public | Confirm that the FastAPI process is running. |
| GET | /ready |
Public | Confirm that required PostgreSQL connectivity is available. |
| GET | /api/status |
Public | Return safe application, database, and provider status metadata. |
Response behavior
400Invalid or unverifiable request401Missing or expired session403Origin or CSRF verification failed409Unique account or collection conflict422Request validation failed429Rate limit reached503All providers or a required dependency unavailableA single provider failure does not produce a complete search failure. Successful provider results are returned with a safe warning and per-provider status.