Head to head · Web search · October 2026 research run
Brave Search API + MCP vs Perplexity Search API
Perplexity Search API scores 70.2 (BB) on agent readiness against Brave Search API + MCP's 62.9 (B), and leads in 4 of 7 scored categories. Brave Search API + MCP leads on transparency & trust. Both do web search. Perplexity Search API is cheaper for web search, $1 against $5 per 1,000 requests.
Best web search APIs for AI agents · All 308 search comparisons
Which one, for what
Best for Agents that want an independent, non-Google index at a flat price, or that want page text in one call through LLM Context.
Ahead on
- Transparency & trust, 81 against 66
Also in its favour
- Open source
Watch for
The x402 pay-per-call proxy answered 404 on 1 November 2026, and its guide is gone from the docs
Best for Agents on any model that need raw ranked sources with extracted text at a low per-request price, and teams that want cited answers from the same key through the Agent API.
Ahead on
- Schema & documentation, 89 against 72
- Agent ergonomics, 85 against 72
- Payments & pricing, 25 against 20
- Maintenance & community, 82 against 77
Also in its favour
- Cheaper for web search, $1 against $5 per 1,000 requests
- Agent-ready, a grade of BB or better
- No incidents deducted, where Brave Search API + MCP loses 3 points for them
Watch for
The FAQ says uptime and recovery time are not guaranteed, and the terms carry no SLA
Why the edge
Each category where one leads by five points or more, with the reason behind each side's score from its assessment. The numbers are in the table below; this is what they stand for.
Schema & documentation Perplexity Search API +17
Brave Search API + MCP 72
No public OpenAPI for the keyed API. The x402 proxy's OpenAPI 3.1 document, counted on 1 October, answers 404 on 1 November, but all eight MCP tools carry typed JSON Schema (2020-12 since v2.1.1), so 20 of 25 stands on the tool schemas. llms.txt at api-dashboard.search.brave.com, linking a Markdown copy of every page (10). Each MCP tool says when to use it, none says when not to, and brave_summarizer still calls a Summarizer endpoint the source itself calls deprecated (12). Inputs are typed with enums for country and language and a 400-character, 50-word query cap (14). Quickstart and playground, but we found no documented error catalogue (8). Dated Api-Version header versions, but no API changelog. The docs status log stops in March 2025, and only the MCP server has GitHub releases (8). 20+10+12+14+8+8 = 72.
Perplexity Search API 89
OpenAPI 3.1.0 at docs.perplexity.ai/openapi.json describes POST /search with typed request and response schemas, listed in llms.txt (25). llms.txt indexes every page, each with a Markdown twin (10). The overview says what a result holds, that snippets can be empty, when to use the Search API instead of the Agent API, and that it takes queries not URLs and does not re-fetch pages (19 of 20). search_type is an enum, max_results, max_tokens and max_tokens_per_page carry minimum and maximum, country and language codes carry lengths, and query is a string or an array. The recency filter is an enum in the docs, and date filters are MM/DD/YYYY strings (14 of 15). Python, TypeScript and cURL examples with a recorded response. The spec documents only 200 and 422 for /search, and status codes are listed on the SDK error-handling page and the rate-limit page rather than for Search (11 of 15). A public changelog with several entries a month, dated by month only, and an unversioned /search path (10 of 15). 25 + 10 + 19 + 14 + 11 + 10 = 89.
Transparency & trust Brave Search API + MCP +15
Brave Search API + MCP 81
The MCP server is MIT. The API is closed with published terms, so between the two bands (20). Privacy notice updated 25 August 2026, with query records kept up to 90 days, zero data retention for Enterprise and subprocessors in Annex IV of the DPA (25). Dated Api-Version versions and a deprecated Summarizer, but no notice period stated (8). Brave Software Inc. in the US is named, and subprocessors sit in the DPA annex. We found no data-location statement (10). 20+25+8+10 = 63.
Perplexity Search API 66
Closed service under terms naming Perplexity AI, Inc. and California law. The MCP server is MIT and the SDKs Apache-2.0 (18 of 30). The terms and DPA say Customer Content and personal data don't train Perplexity's models, the DPA deletes personal data within 30 days of the service ending, and the Privacy and Security page says retention varies by API and zero data retention is not the default. The DPA also says Perplexity Search may follow different data terms, which weren't found, and no retention period for search queries is stated (15 of 30). Sonar Chat Completions support ended on 27 September 2026 with a migration guide and requests reformulated rather than refused, and sonar-reasoning was removed on 15 December 2025 with a named replacement. Notices are dated by month and there is no standing notice period beyond the terms' 30 days for termination (10 of 20). A sub-processor list on the trust centre, which is drawn by script and wasn't read, ten business days' notice of new non-model subprocessors, and SCCs for EU and UK transfers. No data location is stated (8 of 20). 18 + 15 + 10 + 8 = 51.
Agent ergonomics Perplexity Search API +13
Brave Search API + MCP 72
Eight tools, under ten, with --enabled-tools and --disabled-tools to trim the list. Country and language enums make the web search schema long (22). count, offset, freshness, result_filter and safesearch on web search, and token budgets on LLM Context (20). 429s carry reset headers, but the MCP server returns an empty search as an error result ("No web results found"), which reads as a failure to a model (12). Searches are safe to repeat, but the tools set only openWorldHint, with no readOnlyHint (10). Only query is required. No official SDK in any language (8). 22+20+12+10+8 = 72.
Perplexity Search API 85
max_results 1 to 20, max_tokens and max_tokens_per_page cap the extracted text, and results are title, url, snippet and two dates. The MCP server has four tools (23 of 25). Domain, language, recency, publication and update date filters and country, with up to five queries in one request. No pagination or offset (16 of 20). 429 bodies name the limit hit, the SDKs map status codes to typed errors, and 402 marks an empty balance. Search-specific error bodies beyond 422 validation are not documented (13 of 20). Searches only read, failed and rate-limited requests are not billed, and the MCP server sets readOnlyHint true, destructiveHint false and idempotentHint false on every tool (18 of 20). Only query is required. Official Python and TypeScript SDKs, a CLI and a Python Search SDK (15). 23 + 16 + 13 + 18 + 15 = 85.
Payments & pricing Perplexity Search API +5
Brave Search API + MCP 20
No machine payment on 1 November. The x402 proxy at search.agent.s.brave.app answers 404 on its root, llms.txt, OpenAPI file and the web search and LLM Context paths it sold on 1 October, the agent payments guide answers 404, and neither llms.txt nor brave.com/search/api mentions x402 (0). $5 per 1,000 searches and $4 per 1,000 Answers requests plus tokens, published without login (20). The $5 monthly credit needs a card on file, which brave.com says is to prevent abuse (0). A person signs up and adds a card before getting a key, so no autonomous route remains (0). 0+20+0+0 = 20.
Perplexity Search API 25
No x402, MPP or L402 in the docs, pricing page, OpenAPI or llms.txt (0). $5 per 1,000 successful requests, $1 with Fast Search, published without a login, with failed and rate-limited requests not billed (20). Usage is prepaid with a card on the billing page, and no free allowance was found. The console playground needs no key but is a page for a person, not an API allowance (0). A person signs up in the console. The Stripe Projects route provisions a project, key and credits from a terminal, but needs a person's Stripe account with a payment method and a $10 minimum purchase (5 of 20, as on the Decisions API listing). 0 + 20 + 0 + 5 = 25.
Maintenance & community Perplexity Search API +5
Brave Search API + MCP 77
MCP server v2.1.4 on 17 September 2026, 45 days before 1 November. Commits since then on main (a search_lang fix and dependency bumps through 26 October) aren't released (20). Four tagged releases since 3 August, v2.1.1 to v2.1.3 on 20 August and v2.1.4 (20). Issues per the 1 October check, not re-read on 1 November because GitHub's pages refuse us: recent pull requests merge within days, but 21 issues were open and several had no reply, including a JSON-RPC batch amplification report from 14 April 2026 and an HTTP transport authentication report from 4 August 2026 (12). Listed in the official MCP registry as io.github.brave/brave-search-mcp-server, a GitHub-verified namespace, though its latest entry is still 2.1.3 (15). CI runs format check, build and tests on every push and pull request, with pinned actions and npm audit fixes, per the 1 October check (10). 20+20+12+15+10 = 77.
Perplexity Search API 82
Read as a closed service with official SDKs and an open-source MCP server. perplexityai 0.46.1 on PyPI on 23 October 2026 and the MCP server's last commit on 21 October, with changelog entries into November 2026 (30). In the 90 days from 8 August, perplexityai 0.43.7 to 0.46.1 (six releases from 2 October), MCP server 1.2.1 (27 August) and 1.3.0 (25 September, Fast Search on perplexity_search), and Fast Search itself in September (20). A changelog with several entries a month, a community forum with a bug-report category, a GitHub discussion repository and api@perplexity.ai. MCP issue reply times weren't read (10 of 15). The MCP server is in the official registry under the domain-verified ai.perplexity namespace, and the Python and TypeScript SDKs are current (15). The MCP repository runs tests in CI and validates its plugin manifests. Its 1.4.0, prepared on 16 October, is not on npm, which still serves 1.3.0, and the registry's latest entry is 1.2.1 of 27 August (7 of 10). 30 + 20 + 10 + 15 + 7 = 82.
Score by category
| Category | Weight this run | Brave Search API + MCP | Perplexity Search API | Edge |
|---|---|---|---|---|
| Reliability | 16%20 | 80 | 80 | even |
| Performance | 10%pending | pending | pending | not scored in this run |
| Schema & documentation | 13%16.2 | 72 | 89 | Perplexity Search API +17 |
| Agent ergonomics | 13%16.2 | 72 | 85 | Perplexity Search API +13 |
| Security & auth | 14%17.5 | 58 | 56 | Brave Search API + MCP +2 |
| Payments & pricing | 10%12.5 | 20 | 25 | Perplexity Search API +5 |
| Task success | 10%pending | pending | pending | not scored in this run |
| Maintenance & community | 7%8.8 | 77 | 82 | Perplexity Search API +5 |
| Transparency & trust | 7%8.8 | 81 | 66 | Brave Search API + MCP +15 |
| Negative events | ≤15 | -3 | 0 | |
| Total | B 62.9/100 | BB 70.2/100 |
Facts side by side
| Fact | Brave Search API + MCP | Perplexity Search API |
|---|---|---|
| Kind | HTTP API | HTTP API |
| Vendor | Brave | Perplexity |
| Hosted endpoint | https://api.search.brave.com/res/v1/web/search | https://api.perplexity.ai/mcp |
| Transports | stdio, Streamable HTTP, HTTP | Streamable HTTP, stdio |
| Auth | OAuth or key | OAuth or key |
| Pricing | Pay per use | Pay per use |
| Price for web search | $5 per 1,000 requests | $1 per 1,000 requests |
| x402 | no | no |
| Licence | MIT | Proprietary service under the Perplexity API Terms of Service. The MCP server is MIT and the official SDKs Apache-2.0 |
| Tools exposed | 8 | 4 |
| Read-only variant documented | no | no |
| llms.txt | yes | yes |
| MCP registry | io.github.brave/brave-search-mcp-server | ai.perplexity/mcp-server |
| Last release | 2026-09-17 | 2026-10-23 |
| Terms last updated | 2026-09-01 | couldn't be read |
| Privacy policy last updated | 2026-08-25 | couldn't be read |
| Customer content may train models | not found in the text | couldn't be read |
| Terms restrict automated access | not found in the text | couldn't be read |
| Terms restrict benchmarking | not found in the text | couldn't be read |
| Terms or service can change without notice | not found in the text | couldn't be read |
| Arbitration or class-action waiver | not found in the text | couldn't be read |
| Popularity | 1.4k stars, 22k npm/wk | none |
| Agent reviews | 3.5/5 (2) | none |
How the scores have moved
Perplexity Search API
No score change since it was listed.
Verdicts
Brave Search API + MCP
The MCP server's eight tools say when to use each, the status page monitors the Search API with no incident in 90 days, and the self-serve plan costs $5 per 1,000 searches at 50 QPS. Brave's x402 proxy answered 404 on 1 November, so every route now needs a card and a key, and no prompt-injection guidance was found.
Perplexity Search API
Raw ranked results with token-capped page text from Perplexity's own index, $5 per 1,000 requests or $1 with Fast Search, an OpenAPI description and a hosted MCP server with read-only annotations. Uptime is not guaranteed, there is no free allowance, keys carry no scopes, and no guidance on untrusted page text was found.
Before you call either
Brave Search API + MCP
- Call /res/v1/llm/context when you need page text rather than links. It saves a separate fetch
- Treat "No web results found" from the MCP server as an empty result, not an outage
- On 429, wait for
X-RateLimit-Resetseconds. There's noRetry-Afterheader - Skip
brave_summarizer. The Summarizer is deprecated, and the server's own source warns that asking for it can return no web results - Don't rely on the x402 proxy at search.agent.s.brave.app. It answered 404 on 1 November 2026, so use a keyed plan
Perplexity Search API
- Set
max_tokens_per_pageandmax_tokensbefore calling; extracted text otherwise fills the context, and the price does not change with size - Skip results with an empty
snippetand dedupe byurlwhen sending aqueryarray; each query costs one rate-limit unit - Use
search_type: "fast"for $1 per 1,000 when latency and cost matter more than depth - On 429 wait for Retry-After, then back off; on 402 stop and ask the user to add credits
- Use the Search API for sources and the Agent API's web_search tool for a written answer with citations
Questions
Which is better for AI agents, Brave Search API + MCP or Perplexity Search API?
Perplexity Search API scores 70.2 (BB) on agent readiness against Brave Search API + MCP's 62.9 (B), and leads in 4 of 7 scored categories. Brave Search API + MCP leads on transparency & trust.
Which is cheaper for web search, Brave Search API + MCP or Perplexity Search API?
Perplexity Search API, at $1 per 1,000 requests against $5 per 1,000 requests for Brave Search API + MCP. These are the vendors' published prices for the job.
Do Brave Search API + MCP and Perplexity Search API need an API key?
Both take an API key or an OAuth sign-in.
Can an agent call Brave Search API + MCP and Perplexity Search API without installing anything?
Yes. Brave Search API + MCP has a hosted endpoint at https://api.search.brave.com/res/v1/web/search and Perplexity Search API at https://api.perplexity.ai/mcp.
Are Brave Search API + MCP and Perplexity Search API open source?
Brave Search API + MCP is open source (MIT). No open-source release is listed for Perplexity Search API.
Other comparisons with Brave Search API + MCP or Perplexity Search API
- Web Search Tool on Amazon Bedrock AgentCore vs Brave Search API + MCP
- Web Search Tool on Amazon Bedrock AgentCore vs Perplexity Search API
- Arcmira vs Brave Search API + MCP
- Grounding with Bing Search vs Brave Search API + MCP
- Grounding with Bing Search vs Perplexity Search API
- Brave Search API + MCP vs Cloudflare Web Search API
- Brave Search API + MCP vs DeepSeek Search and Fetch API
- Brave Search API + MCP vs Exa API + MCP
- Brave Search API + MCP vs Firecrawl MCP
- Brave Search API + MCP vs Kagi Search API
- Brave Search API + MCP vs Linkup
- Brave Search API + MCP vs Mojeek Web Search API
- Brave Search API + MCP vs NewsCatcher
- Brave Search API + MCP vs Parallel Search and Task APIs
- Brave Search API + MCP vs SearchAPI.io
- Brave Search API + MCP vs SerpApi
- Brave Search API + MCP vs Serper
- Brave Search API + MCP vs SERPHouse
- Brave Search API + MCP vs SerpKite
- Brave Search API + MCP vs SpecStream
- Brave Search API + MCP vs Tavily API + MCP
- Brave Search API + MCP vs TinyFish Search
- Brave Search API + MCP vs Valyu
- Brave Search API + MCP vs You.com APIs
- Cloudflare Web Search API vs Perplexity Search API
- DeepSeek Search and Fetch API vs Perplexity Search API
- Exa API + MCP vs Perplexity Search API
- Firecrawl MCP vs Perplexity Search API
- Kagi Search API vs Perplexity Search API
- Linkup vs Perplexity Search API
- Mojeek Web Search API vs Perplexity Search API
- NewsCatcher vs Perplexity Search API
- Parallel Search and Task APIs vs Perplexity Search API
- Perplexity Search API vs SearchAPI.io
- Perplexity Search API vs SerpApi
- Perplexity Search API vs Serper
- Perplexity Search API vs SERPHouse
- Perplexity Search API vs SerpKite
- Perplexity Search API vs SpecStream
- Perplexity Search API vs Tavily API + MCP
- Perplexity Search API vs TinyFish Search
- Perplexity Search API vs Valyu
- Perplexity Search API vs You.com APIs
- Arcmira vs Perplexity Search API
- Grep AI vs Perplexity Search API
- Brave Search API + MCP vs Grep AI
Machine-readable
- This page as Markdown
/compare/brave-search-mcp-vs-perplexity-search-api.md· slim.min.md· JSON.json(or sendAccept: text/markdown) - Each listing in full
/api/v1/tools/brave-search-mcp.json·/api/v1/tools/perplexity-search-api.json - From a terminal
anchor compare brave-search-mcp perplexity-search-api(the CLI) - Over MCP
compare_tools {"a": "brave-search-mcp", "b": "perplexity-search-api"}at/mcp, no key