Structural code intelligence for AI agents: a compiled typed symbol graph over MCP.
Dedotto dai trasporti dichiarati da questo annuncio (stdio). Un client che non compare qui non è escluso — semplicemente Forge non è in grado di confermarlo.
SESHAT_API_KEYChiave APIobbligatoriaYour Seshat API key. Get one free at https://seshat.papyruslabs.ai
Dichiarato dall’autore nel registro MCP ufficiale. Forge does not store, broker, or ever see these values — the config below is scaffolded with placeholders you fill in locally.
La verifica conferma l’identità del publisher (la proprietà del repo), non la sicurezza del codice. L’analisi di sicurezza copre i CVE noti e gli script di installazione sospetti.
Letto dal codice che npm distribuisce davvero, al momento dell’analisi. Il pacchetto non è mai stato eseguito. Gli strumenti registrati dinamicamente a runtime, o nascosti in codice impacchettato o minificato, possono sfuggire — quindi questo è un limite inferiore della superficie di strumenti, non un censimento completo.
get_account_statusSee your current plan, available tools, and credit balance. Call this if a tool returns a tier error or you want to know what tools are available.See your current plan, available tools, and credit balance. Call this if a tool returns a tier error or you want to know what tools are available.
Per questo strumento non è stato pubblicato alcuno schema di input.
list_projectsStart here. Returns all synced codebases with their size, language, and project name. You need the project name for every other tool. If this returns empty, use sync_project to import the current repo.Start here. Returns all synced codebases with their size, language, and project name. You need the project name for every other tool. If this returns empty, use sync_project to import the current repo.
Per questo strumento non è stato pubblicato alcuno schema di input.
sync_projectImport a public GitHub repo into Seshat for structural analysis. Call this when list_projects returns empty or when the user wants to analyze a new repo. Detects the git remote automatically if no URL is provided. Extraction typically takes 5-30 seconds. After syncing, call list_projects to confirm…Import a public GitHub repo into Seshat for structural analysis. Call this when list_projects returns empty or when the user wants to analyze a new repo. Detects the git remote automatically if no URL is provided. Extraction typically takes 5-30 seconds. After syncing, call list_projects to confirm…
Per questo strumento non è stato pubblicato alcuno schema di input.
query_entitiesLike grep but for code structure. Find functions, classes, and routes by name, architectural layer (route/service/component), or module. Returns matching symbols with their type, file, and layer — use this instead of grep when you need to find code by what it does, not by text content.Like grep but for code structure. Find functions, classes, and routes by name, architectural layer (route/service/component), or module. Returns matching symbols with their type, file, and layer — use this instead of grep when you need to find code by what it does, not by text content.
Per questo strumento non è stato pubblicato alcuno schema di input.
get_entityGet everything about one function or class — its signature, callers, callees, data flow, constraints, source location, and database operations (which tables it reads/writes). Use this when you need to deeply understand a single symbol before modifying it. Returns more than reading the source file b…Get everything about one function or class — its signature, callers, callees, data flow, constraints, source location, and database operations (which tables it reads/writes). Use this when you need to deeply understand a single symbol before modifying it. Returns more than reading the source file b…
Per questo strumento non è stato pubblicato alcuno schema di input.
get_dependenciesTrace who calls a function and what it calls, up to N levels deep. Use this instead of grep-for-function-name when you need the actual call chain — returns the dependency graph, not text matches. Covers callers (upstream), callees (downstream), or both.Trace who calls a function and what it calls, up to N levels deep. Use this instead of grep-for-function-name when you need the actual call chain — returns the dependency graph, not text matches. Covers callers (upstream), callees (downstream), or both.
Per questo strumento non è stato pubblicato alcuno schema di input.
get_data_flowSee what data a function reads, returns, and mutates (DB writes, state changes). Use this when debugging data bugs or when you need to verify whether a function has side effects before refactoring it.See what data a function reads, returns, and mutates (DB writes, state changes). Use this when debugging data bugs or when you need to verify whether a function has side effects before refactoring it.
Per questo strumento non è stato pubblicato alcuno schema di input.
find_by_constraintNessuna descrizione pubblicataQuesto strumento non ha pubblicato alcuna descrizione. Forge non se la inventa.
get_blast_radiusBefore modifying a function, call this to see everything that could break. Returns all transitively affected symbols — both upstream callers and downstream callees — with distance from the change point. Like git log --follow but for runtime impact. Designed for repeated use: as you discover new sym…Before modifying a function, call this to see everything that could break. Returns all transitively affected symbols — both upstream callers and downstream callees — with distance from the change point. Like git log --follow but for runtime impact. Designed for repeated use: as you discover new sym…
Per questo strumento non è stato pubblicato alcuno schema di input.
get_lineageThe change history of one symbol, typed by what kind of change each commit made (body, calls, data, signature, constraints…), with CI verdicts, reverts, rename tracking, co-change partners, and rejected PRs that touched it. Call before modifying anything load-bearing: it answers "how does this enti…The change history of one symbol, typed by what kind of change each commit made (body, calls, data, signature, constraints…), with CI verdicts, reverts, rename tracking, co-change partners, and rejected PRs that touched it. Call before modifying anything load-bearing: it answers "how does this enti…
Per questo strumento non è stato pubblicato alcuno schema di input.
get_hotspotsNessuna descrizione pubblicataQuesto strumento non ha pubblicato alcuna descrizione. Forge non se la inventa.
get_co_change_clustersNessuna descrizione pubblicataQuesto strumento non ha pubblicato alcuna descrizione. Forge non se la inventa.
list_modulesGet a bird's-eye view of how the codebase is organized. Groups all symbols by architectural layer (route/service/component), module, file, or language with counts. Use this to orient yourself in an unfamiliar codebase before diving into specifics.Get a bird's-eye view of how the codebase is organized. Groups all symbols by architectural layer (route/service/component), module, file, or language with counts. Use this to orient yourself in an unfamiliar codebase before diving into specifics.
Per questo strumento non è stato pubblicato alcuno schema di input.
get_topologyGet the full API surface map in one call — all routes, middleware, auth patterns, and database tables. Use this when you need to understand the overall architecture without reading every file. Returns the information you'd normally piece together from dozens of file reads.Get the full API surface map in one call — all routes, middleware, auth patterns, and database tables. Use this when you need to understand the overall architecture without reading every file. Returns the information you'd normally piece together from dozens of file reads.
Per questo strumento non è stato pubblicato alcuno schema di input.
get_optimal_contextBefore working on a function, call this to get the most relevant related code ranked by importance and fitted to a token budget. Returns a prioritized reading list of symbols you should understand — better than guessing which files to open. Designed for iterative use: call it on your target, read t…Before working on a function, call this to get the most relevant related code ranked by importance and fitted to a token budget. Returns a prioritized reading list of symbols you should understand — better than guessing which files to open. Designed for iterative use: call it on your target, read t…
Per questo strumento non è stato pubblicato alcuno schema di input.
find_entry_pointsList the ways into the system: route/controller handlers, test entries, framework plugin registrations, and exported symbols (the public API surface), classified by kind and ranked by reach. Call it first when orienting in an unfamiliar codebase — it answers "where does execution start, and what is…List the ways into the system: route/controller handlers, test entries, framework plugin registrations, and exported symbols (the public API surface), classified by kind and ranked by reach. Call it first when orienting in an unfamiliar codebase — it answers "where does execution start, and what is…
Per questo strumento non è stato pubblicato alcuno schema di input.
trace_data_pathFollow data from one function through the call graph to its sinks. From a start entity it walks callees, records the data each hop consumes/produces/mutates, and reports the chain from the start to every sink the data reaches — database writes, network egress, filesystem writes — plus the tables to…Follow data from one function through the call graph to its sinks. From a start entity it walks callees, records the data each hop consumes/produces/mutates, and reports the chain from the start to every sink the data reaches — database writes, network egress, filesystem writes — plus the tables to…
Per questo strumento non è stato pubblicato alcuno schema di input.
find_dead_codeFind functions that nothing calls. Walks the call graph from all entry points (routes, exports, tests) and flags symbols that are unreachable. Use this during cleanup or before a release to find safe deletion candidates.Find functions that nothing calls. Walks the call graph from all entry points (routes, exports, tests) and flags symbols that are unreachable. Use this during cleanup or before a release to find safe deletion candidates.
Per questo strumento non è stato pubblicato alcuno schema di input.
find_layer_violationsFind places where the architecture is broken — a database repository calling a route handler, a utility importing a component. Returns every backward or skip-layer dependency that violates clean architecture.Find places where the architecture is broken — a database repository calling a route handler, a utility importing a component. Returns every backward or skip-layer dependency that violates clean architecture.
Per questo strumento non è stato pubblicato alcuno schema di input.
get_coupling_metricsMeasure how tangled your code is. Returns coupling (cross-boundary dependencies), cohesion (within-group dependencies), and instability scores. High coupling + low cohesion = refactoring candidates. Start with group_by: "layer" for the architectural health view ("are my controllers more coupled tha…Measure how tangled your code is. Returns coupling (cross-boundary dependencies), cohesion (within-group dependencies), and instability scores. High coupling + low cohesion = refactoring candidates. Start with group_by: "layer" for the architectural health view ("are my controllers more coupled tha…
Per questo strumento non è stato pubblicato alcuno schema di input.
get_auth_matrixAudit authentication coverage. Shows which API routes and controllers require auth and which don't, plus inconsistencies like database access without auth checks. For large codebases, use the module parameter to drill into a specific module/directory. Most useful for backend codebases with middlewa…Audit authentication coverage. Shows which API routes and controllers require auth and which don't, plus inconsistencies like database access without auth checks. For large codebases, use the module parameter to drill into a specific module/directory. Most useful for backend codebases with middlewa…
Per questo strumento non è stato pubblicato alcuno schema di input.
find_error_gapsFind crash risks: functions that throw or have network/DB side effects whose callers don't catch errors. Returns the specific caller→callee pairs where exceptions can propagate unhandled. Use this before shipping to find missing error handling.Find crash risks: functions that throw or have network/DB side effects whose callers don't catch errors. Returns the specific caller→callee pairs where exceptions can propagate unhandled. Use this before shipping to find missing error handling.
Per questo strumento non è stato pubblicato alcuno schema di input.
get_test_coverageSee which production functions are actually exercised by tests via the call graph — semantic coverage, not line coverage. Optionally ranks uncovered functions by blast radius so you know which missing tests are riskiest.See which production functions are actually exercised by tests via the call graph — semantic coverage, not line coverage. Optionally ranks uncovered functions by blast radius so you know which missing tests are riskiest.
Per questo strumento non è stato pubblicato alcuno schema di input.
find_ownership_violationsFind memory and lifecycle issues — entities with complex ownership, unsafe blocks, escaping references, or illegal mutability on borrowed data. Returns 0 for most JS/Python codebases — a non-zero result in those languages indicates a serious boundary violation worth investigating. Most detailed res…Find memory and lifecycle issues — entities with complex ownership, unsafe blocks, escaping references, or illegal mutability on borrowed data. Returns 0 for most JS/Python codebases — a non-zero result in those languages indicates a serious boundary violation worth investigating. Most detailed res…
Per questo strumento non è stato pubblicato alcuno schema di input.
query_traitsFind functions by inferred behavioral trait — "fallible" (can fail, including transitively via callees that throw), "asyncContext" (carries async state), "generator" (yields values). Traits are semantic properties inferred from the call graph, not just syntax. Use this when you need to find all cod…Find functions by inferred behavioral trait — "fallible" (can fail, including transitively via callees that throw), "asyncContext" (carries async state), "generator" (yields values). Traits are semantic properties inferred from the call graph, not just syntax. Use this when you need to find all cod…
Per questo strumento non è stato pubblicato alcuno schema di input.
find_exposure_leaksFind places where public/API code directly accesses private internals, bypassing the intended abstraction boundary. Use this during API design reviews or before extracting a module.Find places where public/API code directly accesses private internals, bypassing the intended abstraction boundary. Use this during API design reviews or before extracting a module.
Per questo strumento non è stato pubblicato alcuno schema di input.
find_semantic_clonesNessuna descrizione pubblicataQuesto strumento non ha pubblicato alcuna descrizione. Forge non se la inventa.
estimate_task_costNessuna descrizione pubblicataQuesto strumento non ha pubblicato alcuna descrizione. Forge non se la inventa.
simulate_mutationNessuna descrizione pubblicataQuesto strumento non ha pubblicato alcuna descrizione. Forge non se la inventa.
create_symbolNessuna descrizione pubblicataQuesto strumento non ha pubblicato alcuna descrizione. Forge non se la inventa.
diff_bundleNessuna descrizione pubblicataQuesto strumento non ha pubblicato alcuna descrizione. Forge non se la inventa.
conflict_matrixNessuna descrizione pubblicataQuesto strumento non ha pubblicato alcuna descrizione. Forge non se la inventa.
trace_boundariesNessuna descrizione pubblicataQuesto strumento non ha pubblicato alcuna descrizione. Forge non se la inventa.
query_data_targetsNessuna descrizione pubblicataQuesto strumento non ha pubblicato alcuna descrizione. Forge non se la inventa.
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Structural code intelligence for AI agents: a compiled typed symbol graph over MCP.
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La scansione si è fermata al limite di 60 pacchetti. Il resto dell'albero non è mai stato risolto.
Altri 36 pacchetti risolti non vengono disegnati qui (limite di visualizzazione: 24). Ogni dipendenza con un avviso di sicurezza viene disegnata comunque. Inventario completo (SBOM CycloneDX)
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+41 altre non elencate. I conteggi per motivo qui sopra le comprendono tutte.
Non seguite: peerDependencies. Questo albero copre solo le dipendenze di runtime, quindi ciò che queste comportano non è mai stato risolto.