all tools / retrieval

Most reliable retrieval AI agent tools

As of the latest check, Glimind tracks 200 retrieval 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
retrieve_semantically_similar_internal_knowledge
skydeckai/Rememberizer MCP Server
unknownSend a block of text and retrieve cosine similar matches from your connected Rememberizer personal/team internal knowledge and memory reposialternatives
ndbc_get_latest_observation
ndbc-mcp
unknownLatest observation (all variables)alternatives
ndbc_get_observations
ndbc-mcp
unknownTime series from realtime2 (configurable hours)alternatives
ndbc_get_wave_summary
ndbc-mcp
unknownSpectral wave summary (swell/wind-wave separation)alternatives
get_dealer_profile
LacadenJulianna/Brand Knowledge MCP Server
unknownRetrieve dealer profile for a given dealer IDalternatives
list_repositories
shakatoti1618-wq/shakatoti1618-agent
unknownLista repos del usuarioalternatives
list_commits
shakatoti1618-wq/shakatoti1618-agent
unknownLista commits recientesalternatives
list_issues
shakatoti1618-wq/shakatoti1618-agent
unknownLista issues de un repoalternatives
fetch_mcp_doc
mcp-server-builder
unknownRetrieve full documentation page content by URL from MCP protocol or FastMCP framework docs.alternatives
get_book
adelpro/turath-mcp
unknownRetrieve book metadata and index from turath.ioalternatives
get_doc
pinecall/Pinecall MCP
unknownA whole docs page as markdown, by the path docs_search returned. Read pages, not snippets.alternatives
tsdr_get_status
riemannzeta/patent_mcp_server
unknownAuthoritative live status of a trademarkalternatives
tsdr_get_document
riemannzeta/patent_mcp_server
unknownGet a specific trademark documentalternatives
tsdr_list_trademark_documents
riemannzeta/patent_mcp_server
unknownList prosecution documents for a trademarkalternatives
tsdr_get_mark_image
riemannzeta/patent_mcp_server
unknownGet mark imagealternatives
ppubs_get_full_text
riemannzeta/patent_mcp_server
unknownGet complete text of patents including claims, description, and specificationalternatives
odp_get_patent_family
riemannzeta/patent_mcp_server
unknownContinuity information, foreign priority, and related applicationsalternatives
DescribeRegions
mcp-server-cvm
unknownQuery region listalternatives
DescribeZones
mcp-server-cvm
unknownQuery availability zone listalternatives
DescribeInstanceTypeConfigs
mcp-server-cvm
unknownQuery instance type configurationsalternatives
DescribeImages
mcp-server-cvm
unknownQuery image listalternatives
DescribeVpcs
mcp-server-cvm
unknownQuery VPC listalternatives
recall
jasondostal/Cairn MCP Server
unknownGet full content for specific memory IDs.alternatives
get_page
mcp-server-moegirl-wiki
unknownFetch the full plain-text content of a Moegirl Wiki page.alternatives
get_nft_metadata
mcp-server-moralis-bacar
unknown获取NFT元数据alternatives
read_patent_details
iStoryOfSpring/patent-agent
unknown当前数据源字段读取alternatives
get_edition
io.github.dburks-svg/poliety
unknownRetrieve a specific daily edition of The Poliety by date or latestalternatives
get_error_detail
io.github.dbwls99706/deadends-dev
unknownFull canon by IDalternatives
list_errors_by_domain
io.github.dbwls99706/deadends-dev
unknownAll errors in a domainalternatives
batch_lookup
io.github.dbwls99706/deadends-dev
unknownLook up multiple errors at once (max 10)alternatives
load-skill
QdrantSkillsMCP
unknownFetch specific skill(s) by namealternatives
list-skills
QdrantSkillsMCP
unknownList all skills (supports --names and --summaries modes)alternatives
get_lark_doc_content
mcp-server-my-larksuite-doc
unknownRetrieve document content from Larkalternatives
get
minefuto/a4i
unknownA class or MO query, with every query option under its own namealternatives
get_vulnerability
feldboy/vulnerability-registry-mcp
unknownFull record by CVE ID or common name (e.g., 'Log4Shell').alternatives
list_vendors
feldboy/vulnerability-registry-mcp
unknownFull vendor list — lets the LLM resolve names to IDs.alternatives
get_cds_view
dovoanhtruong/cds-kb-mcp
unknownFetch one view's definition by exact name. Default: full markdown (metadata + fields + associations + source). Use sections to slim down thealternatives
get_views_by_tag
dovoanhtruong/cds-kb-mcp
unknownDeterministic listing by tag. Use when search_cds is too fuzzy.alternatives
get_listing_details
jongan69/Shopping Deals MCP Server
unknownFetch source-specific listing details where supported.alternatives
get_company_posts
ForITLLC/linkedin-mcp-server
unknownGet recent posts from a company's LinkedIn feedalternatives
get_job_details
ForITLLC/linkedin-mcp-server
unknownGet detailed information about a specific job postingalternatives
get_company_profile
ForITLLC/linkedin-mcp-server
unknownExtract company information with explicit section selection (posts, jobs)alternatives
get_person_profile
ForITLLC/linkedin-mcp-server
unknownGet profile info with explicit section selection (experience, education, interests, honors, languages, contact_info, posts)alternatives
get_student_dami_status
trantuandat0305/damirobot-mcp-http-server
unknownGet DAMI status for a studentalternatives
get_student_latest_scores
trantuandat0305/damirobot-mcp-http-server
unknownGet latest scores for a studentalternatives
get_student_fulltest_history
trantuandat0305/damirobot-mcp-http-server
unknownGet full test history for a studentalternatives
get_extraction
avinashbadgu/doc-intel MCP server
unknownRetrieve structured extraction result for a document.alternatives
list_collections
mcp-server-openviking-controlplane
unknownList all OpenViking collections.alternatives
get_collection
mcp-server-openviking-controlplane
unknownGet details of a specific OpenViking collection.alternatives
mcp__bowmark__get_library
bowmark-ai/plugin
unknownRetrieves the user's Bowmark library (bookmarks).alternatives
get_study
davidfromkansas/ClinicalTrials.gov MCP Server
unknownGet detailed information about a specific clinical trial by NCT ID.alternatives
clinicaltrials_get_study
davidfromkansas/ClinicalTrials.gov MCP Server
unknownGet detailed information about a specific clinical trial by NCT ID.alternatives
get_affiliate_details
io.github.refgrow/mcp
unknownGet details for a specific affiliate by emailalternatives
store_details
shivanished/DoorDash MCP
unknownGet details for a storealternatives
get_menu
shivanished/DoorDash MCP
unknownGet the menu for a restaurantalternatives
restaurant_item_details
shivanished/DoorDash MCP
unknownGet details for a restaurant itemalternatives
item_details
shivanished/DoorDash MCP
unknownGet details for an itemalternatives
fb_get_comments
luminarylane/facebook-mcp-server
unknownComments on a post with author info, likes, repliesalternatives
fb_get_page_feed
luminarylane/facebook-mcp-server
unknownYour published posts with permalinks, shares, timestampsalternatives
package_info
mcp-server-pacman
unknownGet detailed information about a specific packagealternatives
docker_image_info
mcp-server-pacman
unknownGet detailed information about a specific Docker imagealternatives
terraform_module_latest_version
mcp-server-pacman
unknownGet the latest version of a Terraform modulealternatives
get_order
oktaforai-okta/ProGear MCP Servers
unknownGets order details by ID.alternatives
get_inventory_summary
oktaforai-okta/ProGear MCP Servers
unknownProvides summary of inventory.alternatives
get_entity
mcp-server-port
unknownGet details of a specific entity in Portalternatives
list_tomes
spookyzn/AOW4 Tomes MCP Server
unknownLists all tomes in Age of Wonders 4alternatives
list_issues
adityaaravind/mcp-github-issues
unknownList issues in a repo. repo format: 'owner/name'. state: open|closed|all. labels: comma-separated label filter, optional.alternatives
get_product_details
mcp-server-product
unknownGet detailed information about a specific productalternatives
get_recommendations
mcp-server-product
unknownGet product recommendations based on a product or user preferencesalternatives
deploys_recent
DyakonovAlex/incident-mcp
unknownList recent deployments to correlate with performance degradation. Use to check if a deployment caused the issue.alternatives
get_pubmed_article_metadata
mcp-server-pubmed
unknownFetch metadata for a PubMed article using its PMID.alternatives
download_pubmed_pdf
mcp-server-pubmed
unknownAttempt to download the full-text PDF for a PubMed article.alternatives
get_matter
ToddHebebrand/clio-mcp
unknownGet details of a specific Clio matteralternatives
get_contact
ToddHebebrand/clio-mcp
unknownGet details of a specific Clio contactalternatives
get_document
ToddHebebrand/clio-mcp
unknownGet details of a specific Clio documentalternatives
get_catalog_object
brainmakeassistant/Fusion BIP MCP Server
unknownDownload a catalog object definition (.xdm / .xdo) for inspectionalternatives
get_paper_text
mcp-server-pubtator3
unknownDownload and extract the text content from a PubMed or PMC article.alternatives
get_customer
gabbarbosateixeira/Cymbal Catering MCP Server
unknownRetrieves a specific customer by IDalternatives
get_menu_item
gabbarbosateixeira/Cymbal Catering MCP Server
unknownRetrieves a specific menu item by IDalternatives
get_case
Hoopshaker/TheHive FastMCP
unknownRécupère les détails complets d'un dossier par ID ou numéro.alternatives
search_resume_bullets
syedilyasjaweed/mcp-job-assistant-server
unknownSemantically searches Syed's resume bullets and returns the most relevant ones for a given query. Use this to find evidence of specific skilalternatives
get_facility_details
adhocteam/recreation-mcp-server
unknownGet detailed information about a specific facility (campground, day-use area, etc.).alternatives
get_park_alerts
adhocteam/recreation-mcp-server
unknownGet current alerts, closures, and important notices for a park.alternatives
list_activities
adhocteam/recreation-mcp-server
unknownList all available activities across NPS and Recreation.gov.alternatives
get_park_details
adhocteam/recreation-mcp-server
unknownGet detailed information about a specific park including hours, fees, activities, and directions.alternatives
get_summaries
mcp-server-wikipedia
unknownCompact summaries for multiple candidate pages.alternatives
get_toc
mcp-server-wikipedia
unknownTable of contents / section map for a page.alternatives
get_section
mcp-server-wikipedia
unknownRetrieve a single section by index or title.alternatives
get_page
mcp-server-wikipedia
unknownRetrieve the full plain-text page.alternatives
get_company_by_uid
mcp-server-zefix
unknownFull company profile: address, purpose, audit firm, takeover history, branch offices, previous namesalternatives
get_company_by_chid
mcp-server-zefix
unknownSame as get_company_by_uid, using the CH-ID identifieralternatives
get_article_by_id
mcp-servicenex
unknownGet detailed information about a specific article.alternatives
show_component
mcp-sonarcloud
unknownGet detailed metadata for a specific project or componentalternatives
component_tree
mcp-sonarcloud
unknownTraverse the file/directory structure of a projectalternatives
get_quality_gate_by_project
mcp-sonarcloud
unknownGet the quality gate assigned to a projectalternatives
get_issue_changelog
mcp-sonarcloud
unknownRetrieve the change history of an issuealternatives
list_issue_tags
mcp-sonarcloud
unknownList available tags used on issuesalternatives
get_project_quality_gate_status
mcp-sonarcloud
unknownGet the quality gate status for a project, branch, or pull requestalternatives
list_quality_gates
mcp-sonarcloud
unknownList all quality gates in your organizationalternatives
show_quality_gate
mcp-sonarcloud
unknownGet detailed conditions for a specific quality gatealternatives
danbooru_get_character_profile
echo-xianyu/Booru-Pictag-Get-MCP
unknownGet trait frequencies, wiki text, aliases, and tag implications for a character.alternatives
get_party_details
io.github.cmendezs/mcp-facture-electronique-fr
unknownGet detailed information about a party from the PPF directory.alternatives
get_plan
dillettante/power-plan-db
unknownRetrieve the full parsed content of a specific plan document.alternatives
get_task_status
S-onu112/sonu-davinceResolve-mcp
unknownGet current active task status.alternatives
author_retrieval
kemalabuteliyte/elsevier-mcp
unknownRetrieve author profile by ID, EID, or ORCIDalternatives
abstract_retrieval
kemalabuteliyte/elsevier-mcp
unknownRetrieve abstract/metadata by DOI, Scopus ID, EID, PII, or PubMed IDalternatives
article_retrieval
kemalabuteliyte/elsevier-mcp
unknownRetrieve ScienceDirect article by DOI, PII, or EIDalternatives
affiliation_retrieval
kemalabuteliyte/elsevier-mcp
unknownRetrieve institution details by ID or EIDalternatives
serial_title_retrieval
kemalabuteliyte/elsevier-mcp
unknownRetrieve journal details by ISSNalternatives
fulltext_retrieval
kemalabuteliyte/elsevier-mcp
unknownRetrieve full text of a ScienceDirect article as plain textalternatives
eiass_get_project_documents
M-SungJoon/EIASS MCP Server
unknown사업 개요 필드 + 단계별 첨부문서 목록 조회alternatives
list_materials_tool
italoo97/study-mcp
unknownList all indexed materialsalternatives
get_item
sebastianv89/zotero-mcp
unknownFull metadata for one item key.alternatives
get_item_children
sebastianv89/zotero-mcp
unknownAttachments and notes belonging to an item.alternatives
get_item_fulltext
sebastianv89/zotero-mcp
unknownIndexed text of an attachment (PDF, snapshot), with truncation info.alternatives
list_collections
sebastianv89/zotero-mcp
unknownCollections, optionally top-level only.alternatives
get_collection_items
sebastianv89/zotero-mcp
unknownItems inside a collection.alternatives
get_recent_items
sebastianv89/zotero-mcp
unknownMost recently added items.alternatives
eutils_fetch
GSA-TTS/mcp-server-ncbi-eutils
unknownRetrieve full records in supported rettype and retmode formats.alternatives
eutils_summary
GSA-TTS/mcp-server-ncbi-eutils
unknownRetrieve document summaries for UIDs or history-backed result sets.alternatives
get_tender
jocks-studio/vergabe-mcp
unknownOne notice by id, as a curated summary (default) or verbatim domain JSON, eforms XML, or ocds JSON.alternatives
get_template
devroopsaha744/TexMCP
unknownReturn the raw contents of a template file so clients can inspect it before renderingalternatives
zotero_get_cached_fulltext
CollinKe05/zotero-library-reader
unknownGet cached full text for an item.alternatives
zotero_get_annotation_digest
CollinKe05/zotero-library-reader
unknownGet a digest of annotations for a collection or item.alternatives
zotero_scite_item
CollinKe05/zotero-library-reader
unknownGet Scite tallies for an item (networked, optional).alternatives
zotero_scite_collection
CollinKe05/zotero-library-reader
unknownGet Scite tallies for a collection (networked, optional).alternatives
get_program
isakskogstad/Sveriges.Radio-MCP
unknownHämta programdetaljeralternatives
list_episodes
isakskogstad/Sveriges.Radio-MCP
unknownLista avsnitt från ett programalternatives
get_podfile
isakskogstad/Sveriges.Radio-MCP
unknownSpecifik podcastfil med metadataalternatives
list_podfiles
isakskogstad/Sveriges.Radio-MCP
unknownPodcastfiler för ett programalternatives
get_episode
isakskogstad/Sveriges.Radio-MCP
unknownSpecifikt avsnitt med ljudfileralternatives
get_item_details
Asem-D/arcgis-portal-mcp
unknownGet detailed metadata for a specific itemalternatives
list_regions
Nimo1987/xurprise MCP
unknownAll shipping regions represented in the catalogue.alternatives
get_brand
Nimo1987/xurprise MCP
unknownFetch the full record for a slug.alternatives
list_categories
Nimo1987/xurprise MCP
unknownAll categories represented in the catalogue.alternatives
get_company_registration_master_by_number
mcp-tw-company
unknownCompany master profilealternatives
get_company_registration_with_business_items_by_number
mcp-tw-company
unknownCompany profile with business itemsalternatives
get_company_directors_by_number
mcp-tw-company
unknownDirectors and supervisorsalternatives
get_company_name_by_number
mcp-tw-company
unknownCompany name lookupalternatives
get_registry_entity_type_by_number
mcp-tw-company
unknownEntity type classificationalternatives
get_branch_offices_by_company_number
mcp-tw-company
unknownBranch offices by companyalternatives
get_tweet_quotations
mcp-twitterio
unknown获取引用推文的推文alternatives
get_judgment
mcp-tw-judgment
unknownFetch the complete text and metadata of a single judgment by its judgment_id. Returns both a flat content string and a structured paragraphsalternatives
get_judgment_pdf
mcp-tw-judgment
unknownReturn or download a judgment's PDF. When save_to or MCP_TW_JUDGMENT_DOWNLOAD_DIR is set, the file is saved locally and the path is returnedalternatives
get_legislator
mcp-tw-ly
unknownGet a single legislator by term and namealternatives
get_legislator_cosign_bills
mcp-tw-ly
unknownGet bills co-signed by a legislatoralternatives
get_legislator_interpellations
mcp-tw-ly
unknownGet interpellations where the legislator is the interpellatoralternatives
list_bills
mcp-tw-ly
unknownList bills with optional bill filtersalternatives
get_bill
mcp-tw-ly
unknownGet a single bill by bill numberalternatives
get_bill_related_bills
mcp-tw-ly
unknownGet bills related to a billalternatives
get_bill_doc_html
mcp-tw-ly
unknownGet HTML document entries for a billalternatives
get_bill_meets
mcp-tw-ly
unknownGet meetings related to a billalternatives
list_meets
mcp-tw-ly
unknownList meetings with optional filtersalternatives
get_meet
mcp-tw-ly
unknownGet a single meeting by meeting codealternatives
get_meet_interpellations
mcp-tw-ly
unknownGet interpellations related to a meetingalternatives
get_meet_ivods
mcp-tw-ly
unknownGet IVOD entries related to a meetingalternatives
get_meet_bills
mcp-tw-ly
unknownGet bills related to a meetingalternatives
get_change_pack
@vndkubi/codegraph-mcp
unknownReturn ranked context with bounded evidence for change tasksalternatives
get-prompt
PaulaRecaj/mcp-server-langfuse
unknownRetrieve and compile a specific promptalternatives
listenme_get_feedback_list
chesterkuo/@boxverse_ai/listenme-mcp-server
unknownList feedback entries with filtersalternatives
listenme_get_key_insights
chesterkuo/@boxverse_ai/listenme-mcp-server
unknownRetrieve generated key insightsalternatives
listenme_get_feedback_detail
chesterkuo/@boxverse_ai/listenme-mcp-server
unknownGet a single feedback entryalternatives
get_asset_files
dsaewkfiush03-debug/game-dev-resource-mcp
unknownReturn official provider-hosted file URLs/metadata when a provider supports file lookup.alternatives
inspect_repository
dsaewkfiush03-debug/game-dev-resource-mcp
unknownInspect GitHub repository metadata and detected license.alternatives
admission_schema
XuYui/admission-feishu-mcp
unknown查看指定数据集的字段、别名、敏感字段和支持操作。alternatives
admission_query
XuYui/admission-feishu-mcp
unknown查询少量明细。alternatives
get_user
mcp-yaml-server
unknownRetrieve user information by their unique IDalternatives
query_medications
medmemory-mcp
unknownRetrieve current medications from the health record.alternatives
get_turn
azerv1/thimiko
unknownRetrieve a specific turn (message) from a chat by its ID.alternatives
get_session
azerv1/thimiko
unknownRetrieve the full session (conversation) containing a given turn or session ID.alternatives
get_mdfe
io.github.codespar/mcp-nuvem-fiscal
unknownGet MDF-e details by IDalternatives
get_cte
io.github.codespar/mcp-nuvem-fiscal
unknownGet CT-e details by IDalternatives
get_nfe_events
io.github.codespar/mcp-nuvem-fiscal
unknownGet events for a NF-e (cancellations, corrections, etc.)alternatives
webhound_output
webhound-mcp
unknownRetrieves the final output of a completed report or dataset.alternatives
list_classes
haarer/javadoc-mcp-server
unknownList classes, interfaces, and enums in a package.alternatives
lookup_symbol
haarer/javadoc-mcp-server
unknownLook up documentation by fully qualified name (e.g. com.example.MyClass or com.example.MyClass#methodName). Returns name, kind, signature, salternatives
list_packages
haarer/javadoc-mcp-server
unknownList all packages. Optionally filter by jar name.alternatives
list_jars
haarer/javadoc-mcp-server
unknownList all indexed JARs with name, hash, symbol count, status, and error message.alternatives
jar_status
haarer/javadoc-mcp-server
unknownCheck indexing status of a JAR. Returns status (indexing, indexed, failed), symbols_indexed, and error_message.alternatives
list_flows
metaflow-mcp-server
unknownWhat flows exist in a namespace?alternatives
search_runs
metaflow-mcp-server
unknownFind recent runs of any flowalternatives
get_run
metaflow-mcp-server
unknownStep-by-step breakdown of a runalternatives
get_task_logs
metaflow-mcp-server
unknownPull stdout/stderr from a taskalternatives
list_artifacts
metaflow-mcp-server
unknownWhat did this step produce?alternatives
get_artifact
metaflow-mcp-server
unknownGrab an artifact's valuealternatives
get_latest_failure
metaflow-mcp-server
unknownWhat broke and why?alternatives
get_account_info
meta-trader-mcp
unknownRetrieve account information (balance, equity, etc.).alternatives
get_symbol_info
meta-trader-mcp
unknownGet detailed information about a trading symbol.alternatives
get_quote
meta-trader-mcp
unknownGet current bid/ask for a symbol.alternatives
get_crash_flow
@fil-technology/appmate-mcp
unknownRead published + draft crash flow config.alternatives
get_contact_flow
@fil-technology/appmate-mcp
unknownRead published + draft contact config.alternatives
get_onboarding_flow
@fil-technology/appmate-mcp
unknownRead published + draft onboarding (web-to-app funnel) config.alternatives
get_alias
migadu-mcp
unknownGet a specific aliasalternatives
list_items
mimir-memory-mcp
unknownList memory items.alternatives
search_items
mimir-memory-mcp
unknownSearch memory items.alternatives
get_itinerary
mogoon/Yeosugaja(여수가자) Travel MCP
unknownfull time-ordered timeline of one itineraryalternatives
get_retrieval_log
engramd
unknowninspect what was retrieved and whyalternatives
search_memories
engramd
unknownsemantic search over stored memoriesalternatives
list_memories
engramd
unknownpaginated listingalternatives
get_slide_content
slides-mcp
unknownRetrieve the text content of a specific slide from a Google Slides presentation.alternatives

FAQ

What are the most reliable retrieval MCP tools right now?

As of the latest check, Glimind tracks 200 retrieval 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 retrieval 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 retrieval 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.