all tools / search

Most reliable search AI agent tools

As of the latest check, Glimind tracks 200 search AI agent (MCP) tools, of which 0 are healthy right now. The table below ranks them live-first by real-time reliability.

toolstatuswhat it does
web_search
donsetch
unknownKeyless multi-engine search with 10+ backends, consensus and semantic reranking, returning ranked URLs and snippets.alternatives
search_subsidies
fujimura-ui/Japan Subsidy Search MCP
unknownSearch open subsidy programs by keyword and prefecture. Returns results sorted by application deadline with days until deadline, maximum graalternatives
get_top_trends
trendsapi/news-sentiment-api
unknownReturns live trending feeds from various sources, no keyword neededalternatives
get_top_trends
trendsapi/wikipedia-trends-api
unknownLive trending feeds (21 of them)alternatives
search_trello
io.github.stucchi/trello
unknownSearch for cards and/or boardsalternatives
search_by_rubric
theYahia/2gis-mcp
unknownSearch by category (rubric) ID near a pointalternatives
reverse_geocode
theYahia/2gis-mcp
unknownCoordinates → addressalternatives
geocode
theYahia/2gis-mcp
unknownAddress → coordinatesalternatives
get_public_transport
theYahia/2gis-mcp
unknownPublic-transport route (metro/bus/tram/trolleybus)alternatives
get_reviews
theYahia/2gis-mcp
unknownRating + review count (official) and review texts (best-effort)alternatives
get_place
theYahia/2gis-mcp
unknownDetailed place info by 2GIS IDalternatives
search_places
theYahia/2gis-mcp
unknownSearch places/businesses with spatial filtering + paginationalternatives
get_directions
theYahia/2gis-mcp
unknownCar/walking/bicycle/taxi/scooter route between two pointsalternatives
suggest
theYahia/2gis-mcp
unknownAddress/place autocompletealternatives
search_empty_legs
sky-access/skyaccess-mcp
unknownSearches live empty leg flights by optional origin, destination, dates, passengers, and max price.alternatives
search
io.github.razvangirgiz/wazap
unknownMessages by meaning and by words at once, narrowed by chat, sender or date.alternatives
product_offers
BACH-AI-Tools/Real Time Amazon Data MCP Server
unknownGet offers for one or more products by ASINalternatives
product_search
BACH-AI-Tools/Real Time Amazon Data MCP Server
unknownSearch for products on Amazonalternatives
search
88plug/searxng-mcp
unknownConcise web search; full raw payload in _metaalternatives
search_many
88plug/searxng-mcp
unknownParallel fan-out across queries, with dedupe and merged rankingalternatives
search_and_fetch
88plug/searxng-mcp
unknownSearch plus source extraction in one callalternatives
research
88plug/searxng-mcp
unknownMulti-query search with batch fetches and merged, cited sourcesalternatives
search_saved_x
popoastier/socialmemory-mcp
unknownSearch saved X likes and bookmarks.alternatives
news
fatwang2/search1api-mcp
unknownSearch for news articles.alternatives
trending
fatwang2/search1api-mcp
unknownGet trending topics from popular platforms.alternatives
search
fatwang2/search1api-mcp
unknownSearch the web using Search1API. Results include a citable id/title/url structure. Pass a result URL to crawl when you need the full page.alternatives
get_trending_servers
io.github.stucchi/mcp-advisor
unknownGet trending servers by GitHub stars and recent activityalternatives
browse_tags
io.github.stucchi/mcp-advisor
unknownList all tags with server countsalternatives
search_servers
io.github.stucchi/mcp-advisor
unknownSearch MCP servers with filters (query, transport, registry type, tag, sort)alternatives
search
m-doughty/MCP-Server
unknownSearch the webalternatives
search_products
spy235/MCP E-commerce Server
unknownSearch products by name with paginationalternatives
conflict_check
Juankia/mcp-practice-management-server
unknownFuzzy-screens names against every contact and matter party.alternatives
search_contacts
Juankia/mcp-practice-management-server
unknownSearch people and companies by name, email or phone fragment.alternatives
list_matters
Juankia/mcp-practice-management-server
unknownList matters, newest first, filtered by status, client or practice area.alternatives
search_products
d-nyamkhuu/shoppy-mcp
unknownFind in-stock products by text and category with pagination.alternatives
search_products
ai-gaoqian/AgentMart MCP Server
unknownSearch AI products by keyword and categoryalternatives
vkusvill_products_search
vkustech/vkusvill-mcp-server-manifest
unknownSearch products in Vkusvill catalogalternatives
vkusvill_product_analogs
vkustech/vkusvill-mcp-server-manifest
unknownFind analog products for a given itemalternatives
vkusvill_products_discount
vkustech/vkusvill-mcp-server-manifest
unknownGet discounted productsalternatives
search3gpp
umeshpatildondaicha/3gpp-mcp-server
unknownSemantic search over the 3GPP telecom knowledge base (TS/TR, ITU-T, IETF RFC, ETSI NFV, vendor CLI) using hybrid retrieval (BGE-M3 dense + Falternatives
search3gppBatch
umeshpatildondaicha/3gpp-mcp-server
unknownBatch version of search3gpp for multiple queries in one call.alternatives
hansard_search_by_year
lawquarter/NSW Parliament Hansard MCP Server
unknownSearch all Hansard records for a specific year.alternatives
hansard_search_by_date
lawquarter/NSW Parliament Hansard MCP Server
unknownGet detailed Hansard information for a specific date.alternatives
hansard_search_by_speaker
lawquarter/NSW Parliament Hansard MCP Server
unknownSearch Hansard records by speaker name with optional filters.alternatives
hansard_search_by_bill
lawquarter/NSW Parliament Hansard MCP Server
unknownSearch Hansard records by bill name.alternatives
search_trains
rajputshivam2324/Indian-Transit-MCP-Server
unknownSearch trains with sorting and filtersalternatives
lookup_station
rajputshivam2324/Indian-Transit-MCP-Server
unknownLook up station from free text, plus nearby and alternate stationsalternatives
plan_transfer
rajputshivam2324/Indian-Transit-MCP-Server
unknownFind single-transfer trip plans with real interchange hubsalternatives
find_best_booking_segment
rajputshivam2324/Indian-Transit-MCP-Server
unknownFind a longer ticket on the same train that confirms more easily for waitlisted trainsalternatives
explore_segments
io.github.r-huijts/strava-mcp
unknownDiscover popular segments near a location.alternatives
get_model_fields
SingularAgency/odoo-mcp-server
unknownGet field definitions for a modelalternatives
search_products
maximeallanic/CarrefourDriveMCP
unknownSearch the Carrefour catalogue by query string.alternatives
autocomplete_search
maximeallanic/CarrefourDriveMCP
unknownGet autocomplete suggestions for a search query.alternatives
get_eligible_drive_stores
maximeallanic/CarrefourDriveMCP
unknownGet eligible Drive stores near a location.alternatives
doc_search
Reecha-24/MCP-server
unknownweb search tool to search contentalternatives
search_project_conversations
xiaolai/CCCMemory MCP
unknownSearch a project across Claude Code + Codexalternatives
search_all_conversations
xiaolai/CCCMemory MCP
unknownSearch across all projectsalternatives
index_conversations
xiaolai/CCCMemory MCP
unknownIndex current project's conversationsalternatives
index_all_projects
xiaolai/CCCMemory MCP
unknownIndex all Claude Code + Codex projectsalternatives
search_conversations
xiaolai/CCCMemory MCP
unknownSearch messages in current projectalternatives
ozon_search_methods
ilyautov/marketplaces-mcp-ru
unknownИщет метод Ozon по-русски или по-английскиalternatives
wb_search_methods
ilyautov/marketplaces-mcp-ru
unknownИщет метод Wildberries по-русски или по-английскиalternatives
search_flooring_guides
Kelkotome/dgfloors-mcp
unknownSearches DG Floors guides by query, returns matching results.alternatives
search
purr/weltsuche
unknownSearch the web across multiple engines and languages, with region and engine filtersalternatives
search_elements
INSANE0777/Awwards-mcp
unknownSearch the inspiration-elements gallery (footer, hero, pricing, 404…) by free text; ranks BM25 over title/author/category.alternatives
search_sites
INSANE0777/Awwards-mcp
unknownSearch by color, tags, technology, award type or free-text query. Multi-word queries match against the local FTS5 index and rank BM25 (titlealternatives
list_categories
INSANE0777/Awwards-mcp
unknownEvery filter the agent can search by (200+ tags, 27 colors).alternatives
search_motion
INSANE0777/Awwards-mcp
unknownSearch previously captured motion-DNA scans by library, scroll model or easing vocabulary — find references by how a site moves.alternatives
arc_catalogue_search
apexfaucet-hub/apex-x1-mcp
unknownPrices a service against Circle's Arc catalogue, cheapest first.alternatives
x1_agents
apexfaucet-hub/apex-x1-mcp
unknownDirectory of registered X1 agents with live endpoint checks.alternatives
apixo_search_admin_contracts
UncleChun-92/apixo-mcp-server
unknownSearch published admin API contractsalternatives
visual_search
io.github.rajanrengasamy/vidlens-mcp
unknownSearch within video frames for visual content matching a description or query.alternatives
search_youtube
io.github.rajanrengasamy/vidlens-mcp
unknownSearch YouTube for videos matching a query, returning ranked results with metadata.alternatives
semantic_search
io.github.rajanrengasamy/vidlens-mcp
unknownSearch across indexed transcripts by semantic meaning.alternatives
searchVisualContent
io.github.rajanrengasamy/vidlens-mcp
unknownSearch visual content in videos for specific frames, timestamps, and match reasonsalternatives
search_player
chessceo/chessceo-mcp
unknownFind FIDE ID for a player by namealternatives
search_transactions
easakura/Japan Real Estate MCP
unknownActual closed-sale prices: property type, district, price, floor plan, area, building year, structure, zoning.alternatives
bc_list_companies
MehrozeKhan73/Business Central MCP Server
unknownDiscover available companiesalternatives
bc_search_pages
MehrozeKhan73/Business Central MCP Server
unknownTell Me search. Returns { name, objectType, runTarget, departmentPath, category, score } per result.alternatives
search
bartolli/kmd
unknownReturns ranked candidates {path, title, kind, summary, score}. Never page bodies.alternatives
search_cjeu
io.github.matematicsolutions/mcp-eu-sparql
unknownjudgments, orders and Advocate-General opinions of the CJEUalternatives
search_by_date_range
io.github.matematicsolutions/mcp-eu-sparql
unknownacts within a date range, optionally narrowed to a typealternatives
search_cjeu_by_ecli
io.github.matematicsolutions/mcp-eu-sparql
unknownCJEU judgment by ECLI identifieralternatives
search_gdprhub
io.github.matematicsolutions/mcp-eu-sparql
unknownfull-text search in GDPRhubalternatives
query
@naveenadi/mnemonic
unknownHybrid search (BM25 + vector + reranking) across the knowledge base.alternatives
search_sponsors
CodeAlanDebug/hsm-mcp
unknownSearch the IND register of recognised sponsors by company name or KvK number, returning ranked candidate matches.alternatives
search_jobs
parkavenue9639/external-agent-mcp
unknownSearches historical jobs by lightweight metadata and previews.alternatives
search_acts
io.github.matematicsolutions/mcp-isap
unknownSearch Polish legal acts by title fragment, year, publisher, act type, or in-force status.alternatives
fastighetsbenchmark_find_parameter
io.github.sedis-ab/mcp
unknownDiscover the right real-estate benchmark parameter by name.alternatives
fastighetsbenchmark_list_properties
io.github.sedis-ab/mcp
unknownSearch the catalog of real-estate properties by name fragment.alternatives
fastighetsbenchmark_search_property_units
io.github.sedis-ab/mcp
unknownFind your property units by name, municipality, zone, or property type.alternatives
bolagsanalys_list_companies
io.github.sedis-ab/mcp
unknownSearch the catalog of listed companies by name fragment.alternatives
find_businesses
kikiyop1101/boim-mcp
unknownFind businesses nationwide by province, city, district, industry, or name.alternatives
find_public_bids
kikiyop1101/boim-mcp
unknownFind open public bids from KONEPS, Defense e-Procurement, LH, K-water, Nuri-jangteo.alternatives
search_vendors
kikiyop1101/boim-mcp
unknownSearch public-procurement vendor cards by item, region, name, or certification.alternatives
find_local_shops
kikiyop1101/boim-mcp
unknownFind neighborhood sign, print, and copy shops by city, district, dong.alternatives
search_tools
shotbyx-dev/premiere-mcp-server
unknownSearch available tools by name or descriptionalternatives
search_nodes
EnragedAntelope/comfy-draftsman
unknownSearch for nodes by name or description.alternatives
search_node_packs
EnragedAntelope/comfy-draftsman
unknownSearch for custom node packs in the Comfy Registry.alternatives
arena_search
vortep-dev/arena-mcp
unknownSearch Are.na (visual references: channels, image blocks, users). Returns compact objects with an image URL and an are.na link. Works withoualternatives
find_similar_context
@alucify/mcp
unknownSearch for existing concepts matching a term — use before introducing new domain languagealternatives
buscar_cidades_por_nome
fabriciolfj/mcp-client-server-spring
unknownBusca cidades por nomealternatives
typesense_search
@zetesis/mcp-typesense
unknownSearch indexed content via Typesense with vector/hybrid searchalternatives
search_apis
ai.bolthub/registry
unknownSearch the bolthub marketplace for APIs by keyword or tag.alternatives
search
bg1avd/mcp-search-server
unknownExecute a web search via SearXNG (multi-engine) with Bing fallbackalternatives
membot_search
membot
unknownSearch the context store with hybrid (semantic + BM25) search.alternatives
search_documents
chrisguidry/paperless-mcp
unknownSearch and filter documents in the archive. All parameters combine as AND conditions. query is full-text search over document contents usingalternatives
search
kasyap1234/webx
unknownFused metasearch across configured providers.alternatives
ask
kasyap1234/webx
unknownAnswer a question using search + read + cite.alternatives
similar
kasyap1234/webx
unknownFind similar pages to a given URL.alternatives
inquisitor_search
0x2fycy3/inquisitor
unknownMulti-backend web search with content extractionalternatives
web_search
0x2fycy3/inquisitor
unknownSearch the web for evidence to confirm or falsify a hypothesis during an investigation.alternatives
DescribeTopics
Tencent/cls-mcp-server
unknownSearch log or metric topics by name, ID, or logsetalternatives
SearchLog
Tencent/cls-mcp-server
unknownSearch logs based on query conditions (CQL syntax)alternatives
search_devforum
EL4CTEO/roblox-devforum-mcp
unknownSearch the forum. Filters for category, tag, solved-only, likes and date. Pass several phrasings to run them at once.alternatives
search_bugs
EL4CTEO/roblox-devforum-mcp
unknownSearch only the bug-report categories, so a hit means somebody reported the same symptom.alternatives
list_recent
EL4CTEO/roblox-devforum-mcp
unknownLatest or top topics in a category or tag.alternatives
search_scrapers
lobstrio/lobstr-mcp
unknownFind scrapers matching a queryalternatives
search_shisho
shisho
unknownSearch memos and AI session logs with keywords or natural languagealternatives
search_people
apolloio/Apollo.io MCP Server
unknownSearch Apollo's people database by title, seniority, location, and company attributes.alternatives
search_companies
apolloio/Apollo.io MCP Server
unknownSearch organizations by industry, size, location, and keywords.alternatives
get_alerts
aihamjassar/weather-mcp-server
unknownGet weather alerts for a statealternatives
get_forecast
aihamjassar/weather-mcp-server
unknownGet weather forecast for a locationalternatives
search_companies
agentdata-mcp-server
unknownSearches companies by name, sector, size, model, technology, or country.alternatives
find_people
agentdata-mcp-server
unknownFinds people by title, seniority, department, and company filters.alternatives
search_cards
matteo1222/Anki MCP Server
unknownSearch for cards using Anki query syntaxalternatives
search_by_context
axel-avb/mcp-1c-help
unknownПоиск с фильтром global|object|allalternatives
openfinance_search_bank_connectors
mcp-dir/Porto Bank MCP
unknownSearches the available bank connectors by name (pass keywords[], e.g.alternatives
get_forecast
shampatil99/mcp_server
unknownDaily high/low, rain, and condition forecast for 1–7 daysalternatives
seerr_search_media
ptbsare/seerr-mcp-server
unknownSearch for movies and TV shows available on Seerr.alternatives
search_candidates
terrorgeek/Navi Candidates MCP
unknownRead-only tool that calls Navi's candidate search Cloud Function and returns safe candidate summaries.alternatives
search_pages
bach-notion-mcp
unknownSearch Notion pagesalternatives
search_notes
@codellyson/justanotetaker-mcp
unknownFull-text search across your notes.alternatives
grok_search
grok-build-x-search-mcp
unknownLive X (Twitter) and web search with sources, callable autonomously by any MCP-capable agent.alternatives
search_cves
@pipeworx/mcp-nvd
unknownSearch the NVD for CVEs by keyword, CPE, or other filters.alternatives
web-search
a3lab01create-bit/antigravity-mcp-server
unknownWeb search with Google Search groundingalternatives
search_papers
pipeworx-io/mcp-unpaywall
unknownKeyword search across Unpaywall's coverage of scholarly papers. Optionally restrict to OA-only. Returns up to 50 results per page.alternatives
search_similar_tasks
het2576/Docket MCP Server
unknownFuzzy-matches query against open task titles; returns up to 5 ranked by similarityalternatives
pdf_search
Lezheng2333/pdfeverything
unknownFind text in a PDF with page, position and contextalternatives
search_records
otomatercom-cloud/mcp_server17
unknownSearch records with smart field selection and paginationalternatives
anytype_search
HEL3AN/anytype-mcp-connector
unknownFull-text search with type and compact filtersalternatives
search_across_vaults
io.github.sgx-labs/same
unknownFederated search across multiple vaultsalternatives
search_drive_rag
kruschdev/G-krusch
unknownHybrid semantic vector and FTS5 BM25 keyword search across indexed Drive files.alternatives
search_jobs
ZmoleCristian/corpHuntingMCP
unknownSweep all ATS boards and return matching job postings with idsalternatives
search_docs
Sanjit-K/FTC Toolchain
unknownKeyword search across Pedro Pathing docs + SDK samplesalternatives
search
LSUDOKO/ContextCard
unknownCatalog search; results auto-filtered to the card's scopealternatives
get_search_html
markmircea/Selenix-MCP-Server
unknownSearch page HTML by regex patternalternatives
search_exercises
goosegit97/garmin-mcp
unknownSearch for exercises by namealternatives
search_jobs
Surendhar33/naukri-mcp-server
unknownSearch jobs on Naukri and return top listings.alternatives
ollama_web_search
moretti362/ollama-mcp
unknownSearch the web with customizable result limitsalternatives
grok_search
RazonIn4K/grok-mcp-server
unknownWeb (and optional X) search powered by Responses API web_search/x_search tools, with image understanding/search support and legacy compatalternatives
grok_x_search
RazonIn4K/grok-mcp-server
unknownDedicated X/Twitter search via the x_search toolalternatives
find
dheerajjha/payband-mcp
unknownSearch a company's Blind posts by keywordalternatives
research
dheerajjha/payband-mcp
unknownPick the topic, rank threads against the question, return them in fullalternatives
search
io.github.cyanheads/mcp-ts-template
unknownSearch the catalog and return ranked matches.alternatives
catalog_search
io.github.cyanheads/mcp-ts-template
unknownSearch catalog item names. An empty query lists all items.alternatives
item_search
io.github.cyanheads/mcp-ts-template
unknownSearch for items by query.alternatives
query
ai.mentu/navigator
unknownReturns ranked path/line/snippet hits and routing reason for relevant evidence.alternatives
locate
ai.mentu/navigator
unknownReturns BM25-ranked hits with retriever attribution for ranges to read.alternatives
paginate
maccydee/pixabay-mcp
unknownNext slim slice of a result_id (free from cache when possible).alternatives
search_videos
maccydee/pixabay-mcp
unknownSearch videos; each hit lists available renditions.alternatives
search_images
maccydee/pixabay-mcp
unknownSearch images; returns slim hits + result_id.alternatives
spotify_search
Tomodo1773/mcp-servers
unknownトラック・アルバム・アーティストを検索alternatives
find_notes
danielanair364/joplin-mcp
unknownSearch for notes, supports trash parameteralternatives
search_album
Gul84571/jmcomic-ai
unknown关键词搜索本子alternatives
search_docs
Senzing/mcp
unknownSearch Senzing documentation for answersalternatives
find_examples
Senzing/mcp
unknownFind example code or usage for Senzingalternatives
search_videos
nuelcyoung/tiktok-mcp-server
unknownSearch by keyword or hashtag (#booktok)alternatives
discover_creators
nuelcyoung/tiktok-mcp-server
unknownCreators posting about a topic/hashtagalternatives
wwdc_search
jabbertones-cloud/wwdc-mcp-server
unknownHybrid search across sessions/tutorials/hig/evolutionalternatives
apple_hig_search
jabbertones-cloud/wwdc-mcp-server
unknownHIG keyword searchalternatives
wwdc_sample_code_grep
jabbertones-cloud/wwdc-mcp-server
unknownFilter every indexed sample-code URLalternatives
get_user
danielt69/hackernews-mcp-server
unknownA user's public profile: karma, account age, submission count, about text.alternatives
search_stories
danielt69/hackernews-mcp-server
unknownCase-insensitive title search over the current front page.alternatives
get_comments
danielt69/hackernews-mcp-server
unknownComment thread for a story, rendered as a depth-limited indented tree.alternatives
get_story
danielt69/hackernews-mcp-server
unknownFull detail for a single item by id (story / job / poll), including body text.alternatives
search-pdf
PDF Reader
unknown全文搜索PDF,支持正则、大小写、全字匹配alternatives
search_tailwind_docs
seppegadeyne/tailwind-docs-mcp
unknownSearch the latest Tailwind CSS documentation from tailwindlabs/tailwindcss.com.alternatives
unclick_search
io.github.malamutemayhem/unclick-mcp-server
unknownSearch for tools by keyword.alternatives
oro_search_notices
oro-intel/oro-intel-mcp
unknownSearch tender/contract noticesalternatives
oro_search_tenders
oro-intel/oro-intel-mcp
unknownSearch live (open) tendersalternatives
vector_search
io.github.sergii-ziborov/weavatrix
unknownPerform a vector search.alternatives
get_news
woodstock-tokyo/google-finance-mcp
unknownGet latest news for a given ticker symbolalternatives
get_company_info
woodstock-tokyo/google-finance-mcp
unknownGet company information for a given ticker symbolalternatives
get_analysis
woodstock-tokyo/google-finance-mcp
unknownGet analyst analysis including target prices for a given ticker symbolalternatives
buscar_jurisprudencia
gabrielperezibacache/MCP Legal Chile
unknownBusca jurisprudencia chilena en el Poder Judicial, devolviendo enlaces a fallos.alternatives
buscar_tc
gabrielperezibacache/MCP Legal Chile
unknownBusca sentencias del Tribunal Constitucional chileno, devolviendo enlaces.alternatives
buscar_dictamenes
gabrielperezibacache/MCP Legal Chile
unknownBusca dictámenes de la Contraloría General de la República, devolviendo enlaces.alternatives
buscar_legislacion
gabrielperezibacache/MCP Legal Chile
unknownBusca normas chilenas por texto libre en el catálogo de LeyChile.alternatives
buscar_doctrina
gabrielperezibacache/MCP Legal Chile
unknownBusca doctrina académica chilena en OpenAlex y Crossref, devolviendo metadata, abstract y citas Chile/APA.alternatives
fandango_theater_showtimes
atfinke/Fandango MCP
unknownList one theater's movie showtimes for a datealternatives
fandango_scan_movie_availability
atfinke/Fandango MCP
unknownScan movie availability across multiple days, optionally with seat maps and best open groupsalternatives
fandango_movie_showtimes
atfinke/Fandango MCP
unknownSearch one movie across nearby theaters for a datealternatives
get_venue
UFCalendar/ufcalendar-mcp
unknownGet a venuealternatives
search_venues
UFCalendar/ufcalendar-mcp
unknownSearch venuesalternatives
get_venue_events
UFCalendar/ufcalendar-mcp
unknownList events at a venuealternatives
get_judge_scorecards
UFCalendar/ufcalendar-mcp
unknownGet a judge's scorecardsalternatives
list_judges
UFCalendar/ufcalendar-mcp
unknownList judgesalternatives
get_judge
UFCalendar/ufcalendar-mcp
unknownGet a judgealternatives
list_split_decisions
UFCalendar/ufcalendar-mcp
unknownList split and majority decisionsalternatives

FAQ

What are the most reliable search MCP tools right now?

As of the latest check, Glimind tracks 200 search AI agent (MCP) tools, of which 0 are healthy right now. The table below ranks them live-first by real-time reliability. Glimind rates each neutrally (0–100) from safe liveness probes plus privacy-clean real-usage outcomes — see each tool's live page for its current score and a working alternative if it's down.

How does Glimind rank search tools?

Ranked live-first by current verdict (healthy → degraded → down), then by the neutral reliability score. Glimind sells no tools, so the ranking is unconflicted.

What if a search tool I need is down?

Every tool here links to its live alternatives — capability-matched substitutes that are healthy now. Or query https://glimind.com/v1/alternatives/{toolId}.

Live data via MCP/REST. Neutral ratings — Glimind only measures.