Codebase Intelligence
Query this niche via MCP
market_report({ query: "Codebase Intelligence", response_mode: "summary" })Agents · median
MCP servers · median
$15/mo
All plans — Agents vs MCPs
each dot = one provider · log scaleMCP servers $15
synaptic · $10
graphmind · $10
Semantic Reader · $15
symvanta · $19
$10
AgentsMCP serversshaded = middle half · line = median
All plans
4 pricedProvidervs its cohort medianMonthly
synapticmcp
$10 below
graphmindmcp
$10 below
Semantic Readermcp
$15 ~median
symvantamcp
$19 above
Position is relative to the provider's own delivery-type median at this tier — never a blended one.
What the figures on this page are. This page is Agentery's fixed-niche view of Codebase Intelligence (latest observation 2026-10-15T03:43:03.005Z). The headline medians above are computed from that data per delivery type and buyer-tier tab: on a tier tab, the median of each provider's plan at that tier; on “All”, every priced plan point across tiers pooled. Small cohorts show as “too few” rather than a median. The embedded response below is the broader fixed-niche report: its
by_provider_type.*.median pools all tiers, pricing.byPersona.* is per buyer tier, and the unit cohorts (e.g. Pro flat) are per tier and billing unit — so those blocks legitimately differ from one headline figure. Over MCP today the advertised tools are market_report (a semantic neighbourhood for your query, not this fixed niche) and price_benchmark (query/task); niche_report stays callable as a legacy alias. Their cohorts are defined differently, so their numbers can differ from this page.market_reportprice_benchmark
See the MCP response behind this pagefixed-niche report (legacy niche_report alias, full mode) — broader than the headline figure
{
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"parent_sector": "developer-tools-infra",
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{
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{
"agent_id": "arjunkmrm_grep",
"name": "Arjunkmrm Grep",
"url": "https://smithery.ai/server/arjunkmrm/grep",
"short_summary": "Search millions of public GitHub repositories for real-world code patterns and implementation examples. Discover how developers use specific libraries and hand…",
"price": {
"observed": false,
"billing": "not_found",
"lowest_monthly_usd": null,
"monthly_usd": null,
"headline": "No public price found",
"summary": "No public pricing details were observed on the available homepage."
},
"evidence_quality": "medium",
"upvotes": 0
},
{
"agent_id": "carrick",
"name": "Carrick",
"url": "https://carrick.tools",
"short_summary": "Hosted MCP server that indexes TypeScript codebases across service and repository boundaries. Agents search functions by intent rather than name, read the real…",
"price": {
"commercial": {
"currency": "EUR",
"notes": [
"prices in EUR as published; USD figures are conversions at 2026-10-14"
],
"lines": [
{
"name": "Free",
"price": "Free",
"kind": "free",
"billed": "monthly"
}
]
},
"observed": true,
"billing": "freemium",
"lowest_monthly_usd": null,
"monthly_usd": null,
"headline": "Free",
"summary": "Free. Carrick offers a permanent free tier for up to 5,000 indexed functions, while additional visible price figures are not sufficiently labeled to identify paid plans or billing periods."
},
"evidence_quality": "medium",
"upvotes": 0
},
{
"agent_id": "gitdiagram",
"name": "Gitdiagram",
"url": "https://gitdiagram.com",
"short_summary": "GitDiagram turns public GitHub repositories into architecture diagrams. Its three read-only tools return a repository's architecture explanation, main componen…",
"price": {
"commercial": {
"currency": "USD",
"lines": [
{
"name": "GitDiagram",
"price": "0USD",
"kind": "free",
"billed": "monthly"
}
]
},
"observed": true,
"billing": "free",
"lowest_monthly_usd": null,
"monthly_usd": null,
"headline": "Free",
"summary": "Free. Structured data indicates GitDiagram is offered at 0 USD, but no billing period or additional plan details are publicly shown."
},
"evidence_quality": "medium",
"upvotes": 0
},
{
"agent_id": "grep",
"name": "Vercel Grep",
"url": "https://smithery.ai/server/vercel/grep",
"short_summary": "Search millions of public GitHub repositories for real-world code patterns and API implementations. Find production-ready examples of syntax, configurations, a…",
"price": {
"observed": false,
"billing": "not_found",
"lowest_monthly_usd": null,
"monthly_usd": null,
"headline": "No public price found",
"summary": "No public pricing was observed for Vercel Grep on the supplied homepage."
},
"evidence_quality": "medium",
"upvotes": 0
},
{
"agent_id": "semantic_reader",
"name": "Semantic Reader",
"url": "https://semanticreader.dev",
"short_summary": "Stateless TypeScript and JavaScript code intelligence for AI agents. Find semantic symbol references, resolve imports and importers, inspect callers and callee…",
"price": {
"commercial": {
"entry_offer": {
"line": "Optional Priority bundle",
"monthly_native": 15,
"monthly_usd": 15,
"commitment": "monthly",
"basis": "$15/month",
"billing_verified": true
},
"rates": [
{
"line": "Pay per use",
"per": "per paid",
"text": "$0.02 per paid"
}
],
"currency": "USD",
"lines": [
{
"name": "Pay per use",
"price": "$0.02 per paid tool call",
"kind": "usage_rate",
"unit": "paid",
"billed": "usage"
},
{
"name": "Free discovery",
"price": "$0",
"kind": "free",
"billed": "monthly"
},
{
"name": "Optional Priority bundle",
"price": "$15.00/mo",
"kind": "base_subscription",
"billed": "monthly"
}
]
},
"observed": true,
"billing": "usage",
"lowest_monthly_usd": 15,
"monthly_usd": 15,
"headline": "Free plan; paid from $15/mo",
"summary": "Free plan; paid from $15/mo. Semantic Reader primarily charges $0.02 per paid tool call, with free discovery queries and an optional $15.00/month fair-use Priority bundle."
},
"evidence_quality": "medium",
"upvotes": 0
},
{
"agent_id": "symvanta",
"name": "Symvanta",
"url": "https://symvanta.com",
"short_summary": "Symvanta gives your AI coding agent your codebase's real call graph over MCP, so it stops guessing and knows what breaks before it edits.\n\nExact symbols, calle…",
"price": {
"commercial": {
"entry_offer": {
"line": "Starter",
"monthly_native": 19,
"monthly_usd": 19,
"commitment": "monthly",
"basis": "$19/month",
"billing_verified": true
},
"currency": "USD",
"lines": [
{
"name": "Starter",
"price": "$19/month",
"kind": "base_subscription",
"billed": "monthly"
},
{
"name": "Pro",
"price": "$29 per user / month",
"kind": "base_subscription",
"unit": "user",
"billed": "monthly"
},
{
"name": "Enterprise",
"price": "$99 per seat / month",
"kind": "base_subscription",
"unit": "seat",
"billed": "monthly",
"min_seats": 15
}
]
},
"observed": true,
"billing": "subscription",
"lowest_monthly_usd": 19,
"monthly_usd": 19,
"headline": "From $19/mo",
"summary": "From $19/mo. Symvanta offers monthly Starter, Pro, and Enterprise subscriptions priced at $19, $29 per user, and $99 per seat respectively, with Enterprise requiring a 15-seat minimum."
},
"evidence_quality": "medium",
"upvotes": 0
},
{
"agent_id": "repolens_mcp",
"name": "Repolens",
"url": "https://smithery.ai/server/sanjeev1412-official/repolens-mcp",
"short_summary": "MCP server (no description provided).",
"price": {
"observed": false,
"billing": "not_found",
"lowest_monthly_usd": null,
"monthly_usd": null,
"headline": "No public price found",
"summary": "No public pricing is shown for RepoLens on the supplied page."
},
"evidence_quality": "low",
"upvotes": 0
},
{
"agent_id": "sift",
"name": "SiftDB",
"url": "https://smithery.ai/server/lekt9/sift",
"short_summary": "Search codebases for patterns and references with fast, precise results. Open files on demand to inspect context without leaving your workflow. Browse availabl…",
"price": {
"observed": false,
"billing": "not_found",
"lowest_monthly_usd": null,
"monthly_usd": null,
"headline": "No public price found",
"summary": "No public pricing is shown for SiftDB on the observed homepage."
},
"evidence_quality": "low",
"upvotes": 0
}
],
"platforms_also_here": [],
"page_url": "https://agentery.com/market/codebase-intelligence",
"summary": {
"niche": "codebase-intelligence",
"sector": "developer-tools-infra",
"pricing_by_provider_type": {
"headline": "Prices differ by provider type and buyer tier — no blended headline is used. Strongest cohort: MCP servers · Individual median $13/mo (4 providers). See benchmarks_by_provider_type_and_tier for the full matrix.",
"benchmarks": [
{
"provider_type": "mcp",
"provider_type_label": "MCP servers",
"buyer_tier": "individual",
"buyer_tier_label": "Individual",
"pricing_unit": "flat",
"pricing_unit_label": "flat monthly",
"comparable_provider_count": 4,
"reliability": "low",
"median": 12.63,
"p25": null,
"p75": null,
"status": "median_only"
},
{
"provider_type": "mcp",
"provider_type_label": "MCP servers",
"buyer_tier": "team_sme",
"buyer_tier_label": "Team / SME",
"pricing_unit": "per_seat",
"pricing_unit_label": "per seat",
"comparable_provider_count": 2,
"reliability": "low",
"median": null,
"p25": null,
"p75": null,
"status": "observed_offers_only",
"observed_offers": [
21.66,
25
]
}
],
"warnings": [
"This niche currently has sufficient MCP pricing but insufficient agent pricing."
],
"full_pricing_via": {
"tool": "price_benchmark",
"arguments": {
"niche": "codebase-intelligence"
},
"note": "add provider_type + buyer_tier for a specific cohort"
}
},
"page_url": "https://agentery.com/market/codebase-intelligence",
"counts": {
"listings_with_price_capture": 75,
"listings_with_observed_public_price": 14,
"providers_with_numeric_monthly_price_latest_scan": 4,
"like_for_like_comparable_pairs": 4
},
"movement": {
"d": {
"published": false,
"value_pct": null,
"held_reason": null
},
"w": {
"published": false,
"value_pct": null,
"held_reason": null
},
"m": {
"published": false,
"value_pct": null,
"held_reason": null
}
},
"pricing_version": "cohorts-1",
"pricing_status": "ok",
"pricing_by_tier": [
{
"tier": "individual",
"currency": "USD",
"period": "month",
"unit": "flat",
"median": 12.63,
"provider_count": 4,
"plan_observation_count": 4,
"data_confidence": 0.31,
"data_confidence_basis": {
"provider_component": 0.33,
"observation_component": 0.2,
"provider_count": 4,
"plan_observation_count": 4
},
"reliability": "low",
"members": [
{
"provider": "synaptic",
"usd": 10
},
{
"provider": "graphmind",
"usd": 10.26
},
{
"provider": "semantic_reader",
"usd": 15
},
{
"provider": "symvanta",
"usd": 19
}
]
},
{
"tier": "team_sme",
"currency": "USD",
"period": "month",
"unit": "per_seat",
"median": 23.33,
"provider_count": 2,
"plan_observation_count": 3,
"data_confidence": 0.16,
"data_confidence_basis": {
"provider_component": 0.17,
"observation_component": 0.15,
"provider_count": 2,
"plan_observation_count": 3
},
"reliability": "low",
"members": [
{
"provider": "graphmind",
"usd": 21.66
},
{
"provider": "synaptic",
"usd": 25
}
]
}
],
"pricing_coverage": {
"listings_with_price_capture": 75,
"listings_with_observed_public_price": 14,
"normalized_observations": 10,
"comparable_providers": 4,
"strict_cohorts": 2,
"exclusion_reasons": {
"one_time": 3,
"unrankable_or_unparseable": 2
}
},
"pricing_note": "Provider-deduped, FX-normalized monthly medians, separated by buyer tier AND billing unit (flat/per_seat/per_user/per_agent) — incompatible units are never blended. Ranges (p25/p75) only at >=5 providers; data_confidence is provider-count-weighted. Usage-metered, promo, range, one-time and ambiguous-cadence plans are excluded.",
"pricing_excluded_observations": {
"one_time": 3,
"unrankable_or_unparseable": 2
},
"billing_mix": {
"freemium": 4,
"usage": 1,
"free": 8,
"subscription": 1
},
"free_tier_share": 0.86,
"top_providers": [
{
"agent_id": "gread",
"name": "Gread",
"price": {
"commercial": {
"currency": "USD",
"lines": [
{
"name": "Free",
"price": "Free",
"kind": "free",
"billed": "monthly"
}
]
},
"observed": true,
"billing": "free",
"lowest_monthly_usd": null,
"monthly_usd": null,
"headline": "Free",
"summary": "Free. Gread publicly offers its services for free and provides the software as open source under Apache 2.0."
},
"observed": true
},
{
"agent_id": "semble",
"name": "Semble",
"price": {
"observed": false,
"billing": "not_found",
"lowest_monthly_usd": null,
"monthly_usd": null,
"headline": "No public price found",
"summary": "No public price found on the vendor site."
},
"observed": false
},
{
"agent_id": "arjunkmrm_grep",
"name": "Arjunkmrm Grep",
"price": {
"observed": false,
"billing": "not_found",
"lowest_monthly_usd": null,
"monthly_usd": null,
"headline": "No public price found",
"summary": "No public pricing details were observed on the available homepage."
},
"observed": false
},
{
"agent_id": "carrick",
"name": "Carrick",
"price": {
"commercial": {
"currency": "EUR",
"notes": [
"prices in EUR as published; USD figures are conversions at 2026-10-14"
],
"lines": [
{
"name": "Free",
"price": "Free",
"kind": "free",
"billed": "monthly"
}
]
},
"observed": true,
"billing": "freemium",
"lowest_monthly_usd": null,
"monthly_usd": null,
"headline": "Free",
"summary": "Free. Carrick offers a permanent free tier for up to 5,000 indexed functions, while additional visible price figures are not sufficiently labeled to identify paid plans or billing periods."
},
"observed": true
},
{
"agent_id": "gitdiagram",
"name": "Gitdiagram",
"price": {
"commercial": {
"currency": "USD",
"lines": [
{
"name": "GitDiagram",
"price": "0USD",
"kind": "free",
"billed": "monthly"
}
]
},
"observed": true,
"billing": "free",
"lowest_monthly_usd": null,
"monthly_usd": null,
"headline": "Free",
"summary": "Free. Structured data indicates GitDiagram is offered at 0 USD, but no billing period or additional plan details are publicly shown."
},
"observed": true
}
],
"suggested_next_calls": [
{
"tool": "price_benchmark",
"arguments": {
"niche": "codebase-intelligence"
},
"purpose": "full observed price distribution + per-tier medians for this niche"
},
{
"tool": "niche_report",
"arguments": {
"niche": "codebase-intelligence",
"response_mode": "full"
},
"purpose": "the complete report incl. index series and tier decomposition"
},
{
"tool": "suggest_alternatives",
"arguments": {
"agent_id": "gread"
},
"purpose": "comparable (optionally cheaper) providers to a named agent"
},
{
"tool": "get_agent_profile",
"arguments": {
"agent_id": "gread"
},
"purpose": "full profile, integrations and pricing for one provider"
}
]
}
}Full market
15 providers, one sortable view
Dense enough for many listings; progressive disclosure keeps mobile usable.
ProviderTypeFromVs niche medianLiveness
GreadProvides AI agents with access to the source code and docs of all public GitHub repositoriesCCarrickHosted MCP server that indexes TypeScript codebases across service and repository boundaries. Agents search functions by intent rather than name, read the real…
mcpFree tierpaid plans vary—88% live
GitdiagramGitDiagram turns public GitHub repositories into architecture diagrams. Its three read-only tools return a repository's architecture explanation, main componen…
Semantic ReaderStateless TypeScript and JavaScript code intelligence for AI agents. Find semantic symbol references, resolve imports and importers, inspect callers and callee…
SymvantaSymvanta gives your AI coding agent your codebase's real call graph over MCP, so it stops guessing and knows what breaks before it edits.
Exact symbols, calle…
Code Graph RagAI-powered codebase analysis tool that builds knowledge graphs from multi-language codebases using Tree-sitter parsing. Runs as an MCP server for Claude Code w…
Roam CodeLocal code-graph MCP server that gives AI coding agents structural codebase intelligence—blast radius, clones, tests, hot paths—credential-free, zero network e…
SlnmapA local knowledge graph and MCP server that analyzes .NET solutions and provides AI coding agents with compiler-accurate symbol, dependency, usage, impact, and…
SynapticCode intelligence tool that builds queryable knowledge graphs from codebases. Ships an MCP server for AI agents to query code structure, trace impact, forecast…
TraceMCP server that indexes codebases into a queryable graph, reducing token usage and recomputation for AI agents by 40–50%. Framework-aware, local-first, open so…
VaralignA local VS Code extension that tracks variables introduced by AI coding agents, detects duplicates and drift across sessions, and generates remediation prompts…Showing only providers with a published price or a free plan. $29 = lowest observed monthly · Free = free to use · Free tier = free plan + paid options.