all tools / knowledge

Most reliable knowledge AI agent tools

As of the latest check, Glimind tracks 200 knowledge 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
recommend_subgraph
io.github.PaulieB14/subgraph-registry-mcp
unknownRecommend subgraphs based on a goal description.alternatives
get_governance_proposals
io.github.PaulieB14/graph-aave-mcp
unknownProposals with titles, states, vote countsalternatives
get_proposal_votes
io.github.PaulieB14/graph-aave-mcp
unknownPer-voter breakdown by voting poweralternatives
get_tool_guide
io.github.PavelGuzenfeld/media-forge
unknownGet usage guide, examples, anti-patterns, and complexity limits for a toolalternatives
context_list
Dw-Dwain/Ace Context MCP
unknownList saved contexts with optional filters.alternatives
context_search
Dw-Dwain/Ace Context MCP
unknownSemantic search across saved contexts.alternatives
context_save
Dw-Dwain/Ace Context MCP
unknownSave context to a named slot, merging with existing content.alternatives
context_load
Dw-Dwain/Ace Context MCP
unknownLoad context from a named slot, returning the largest shape that fits the budget.alternatives
ipaffs_check
io.github.CSOAI-ORG/meok-uk-fhi-mcp
unknownPre-flight IPAFFS CHED-A pre-notification check for live-aquatic imports.alternatives
list_diseases
io.github.CSOAI-ORG/meok-uk-fhi-mcp
unknownEnumerate the UK listed-disease register.alternatives
list_permits
io.github.CSOAI-ORG/meok-uk-fhi-mcp
unknownList permits relevant to a species / activity (production, stocking, import, discharge, abstraction, movement).alternatives
disease_notification_check
io.github.CSOAI-ORG/meok-uk-fhi-mcp
unknownDetermine notification window and mandatory actions for AAHR 2009 listed diseases (KHV, ISA, IHN, VHS, SVC, BKD, IPN, EHN, GS, OsHV-1).alternatives
generate_disclosure
io.github.PedramMadani/legalithm-mcp-server
unknownArticle 50 transparency snippet (chatbot / genai-content / deepfake / emotion), EN or DEalternatives
classify
io.github.PedramMadani/legalithm-mcp-server
unknownRisk tier (unacceptable/high/limited/minimal) + cited rationale for an AI use casealternatives
explain_obligation
io.github.PedramMadani/legalithm-mcp-server
unknownThe obligations for a role + risk tier, each with its Article citationalternatives
check_record
io.github.PedramMadani/legalithm-mcp-server
unknownFetch a published Trust Center compliance record by org slugalternatives
list_capabilities
orchestrator-mcp-server
unknownList what each capability is for, the deployments behind it, and fallback routes.alternatives
linkedin_get_person_posts
Sudharsan2618/LinkedIn MCP Server
unknownA person's recent postsalternatives
linkedin_get_company_profile
Sudharsan2618/LinkedIn MCP Server
unknownCompany name, industry, size, HQ, specialitiesalternatives
linkedin_get_company_posts
Sudharsan2618/LinkedIn MCP Server
unknownRecent company posts with engagementalternatives
linkedin_search_company_leaders
Sudharsan2618/LinkedIn MCP Server
unknownLeadership-level people at a companyalternatives
linkedin_get_person_profile
Sudharsan2618/LinkedIn MCP Server
unknownA person's profilealternatives
store_event
orenyl-mcp-server
unknownStore an immutable memory event.alternatives
retrieve_context_pack
orenyl-mcp-server
unknownRetrieve a bounded context pack for a domain.alternatives
get_supported_formats
ScanBIM-Labs/ScanBIM MCP
unknownList supported file formats by tier (free/pro/enterprise)alternatives
list_boards
camfung/Shared Whiteboard
unknownList all available board names.alternatives
open_board
camfung/Shared Whiteboard
unknownOpen a board by name, creating it if it doesn't exist, and set it as the current board for the session.alternatives
get_board
camfung/Shared Whiteboard
unknownGet the current state of the board, including all shapes and their properties.alternatives
generate_design_system_doc
@tothienbao6a0/figma-mcp-server
unknown为 Figma 中定义的整个设计系统生成全面的多文件 Markdown 文档。alternatives
get_obml_reference
orionbelt-semantic-layer-mcp
unknownGet OBML reference documentationalternatives
discover_metrics
orionbelt-semantic-layer-mcp
unknownList available metrics from the semantic models.alternatives
discover_dimensions
orionbelt-semantic-layer-mcp
unknownList available dimensions from the semantic models.alternatives
get_json_schemas
orionbelt-semantic-layer-mcp
unknownGet JSON schemas for OBML and related objects.alternatives
get_object_metadata
orionbelt-semantic-layer-mcp
unknownGet metadata for a semantic objectalternatives
discover_objects
orionbelt-semantic-layer-mcp
unknownList available semantic objectsalternatives
discover_models
orionbelt-semantic-layer-mcp
unknownList available semantic models in the OrionBelt Semantic Layer.alternatives
get_examples
orionbelt-semantic-layer-mcp
unknownGet example queries and usagealternatives
generate_diagram
orionbelt-semantic-layer-mcp
unknownGenerate a diagram of the semantic layeralternatives
list
@samad001z/norn-core
unknownList all stored memories, optionally filtered by project.alternatives
forget
@samad001z/norn-core
unknownDelete a specific memory by its ID.alternatives
remember
@samad001z/norn-core
unknownStore a memory note with semantic embedding.alternatives
recall
@samad001z/norn-core
unknownRetrieve memories semantically similar to the query.alternatives
legal_tag_create
osdu-mcp-server
unknownCreate a legal tagalternatives
schema_list
osdu-mcp-server
unknownList schemasalternatives
schema_get
osdu-mcp-server
unknownGet a schema by IDalternatives
schema_create
osdu-mcp-server
unknownCreate a schemaalternatives
schema_update
osdu-mcp-server
unknownUpdate a schemaalternatives
legal_tag_update
osdu-mcp-server
unknownUpdate a legal tagalternatives
legal_tag_delete
osdu-mcp-server
unknownDelete a legal tagalternatives
legal_tag_batch
osdu-mcp-server
unknownBatch legal tag operationsalternatives
soul_recall
soul-mcp
unknownRetrieve remembered facts.alternatives
soul_correct
soul-mcp
unknownCorrect a previously remembered fact.alternatives
soul_forget
soul-mcp
unknownForget a remembered fact.alternatives
soul_context
soul-mcp
unknownCompile a reasoned, token-budgeted context capsule.alternatives
soul_reflect
soul-mcp
unknownReflect on past interactions.alternatives
soul_about_me
soul-mcp
unknownRetrieve information about the user.alternatives
soul_remember
soul-mcp
unknownStore a fact with provenance.alternatives
soul_confirm
soul-mcp
unknownConfirm a previously remembered fact.alternatives
soul_mark_useful
soul-mcp
unknownMark a fact as useful.alternatives
ask_notebook
juanQNav/mcp-notebooklm
unknownAsk a question; returns the grounded answer from NotebookLM.alternatives
list_notebooks
juanQNav/mcp-notebooklm
unknownList every notebook with id, title, source_count.alternatives
find_notebook
juanQNav/mcp-notebooklm
unknownCase-insensitive partial match over notebook titles.alternatives
otter_change_radar
otter-mcp
unknownPre-write scope / risk / complexityalternatives
otter_guard
otter-mcp
unknownProposal vs inferred constitutionalternatives
otter_why
otter-mcp
unknownEvidence-backed 'why does this exist?'alternatives
otter_memory
otter-mcp
unknownList/add memory via APIalternatives
otter_task_validate
otter-mcp
unknownReview gate vs objectivealternatives
get_history_item
neomorrison/elevenlabs-mcp
unknownGet details of a specific history item.alternatives
generate_preprocessing_report
kushals256/mcp-server
unknownGenerate a summary report of all transformationsalternatives
save_to_library
tspspi/mcpfreecad
unknownSave an object to the reusable object libraryalternatives
list_library
tspspi/mcpfreecad
unknownList objects in the reusable object libraryalternatives
execute_api
ouro-mcp
unknownExecute an APIalternatives
discover_api
ouro-mcp
unknownDiscover and execute APIs shared on Ouroalternatives
search_knowledge
bcquality-mcp
unknownRecherche textuelle dans les fichiers de connaissance (titre, description, contenu).alternatives
get_skill
bcquality-mcp
unknownRécupère le contenu complet d'un fichier de compétence par son slug.alternatives
search_skills
bcquality-mcp
unknownRecherche textuelle dans les fichiers de compétences.alternatives
get_relevant_rules
bcquality-mcp
unknownRetourne les règles les plus pertinentes pour un contexte donné, basé sur le scoring interne.alternatives
get_suppressed
bcquality-mcp
unknownListe les fichiers supprimés (suppressed) pour un slug donné, suite à la précédence des couches.alternatives
list_knowledge
bcquality-mcp
unknownListe les fichiers de connaissance (règles) disponibles, avec filtrage optionnel par couche, catégorie, ou slug.alternatives
get_knowledge
bcquality-mcp
unknownRécupère le contenu complet d'un fichier de connaissance par son slug.alternatives
list_skills
bcquality-mcp
unknownListe les fichiers de compétences (skills) disponibles.alternatives
convert_arxiv
hadirizvi093/inktomd MCP Server
unknownConvert ArXiv research paper to Markdown.alternatives
list_supported_formats
hadirizvi093/inktomd MCP Server
unknownList all supported file formats and URL types.alternatives
lcm_describe
@team-volt/agent-lcm
unknownInspects a session or summary node.alternatives
lcm_expand
@team-volt/agent-lcm
unknownFollows source lineage of a session or summary node.alternatives
lcm_pack_context
@team-volt/agent-lcm
unknownReturns a bounded context block ready for the agent.alternatives
check_quran_citation
@hududed/ground-truth-mcp
unknownScans the given text for Quran citations and returns, per citation: whether the reference exists, the canonical Arabic text and its source, alternatives
check_hadith_citation
@hududed/ground-truth-mcp
unknownScans for hadith citations (e.g. 'Sahih al-Bukhari, Hadith 1'). Confirming the specific collection+number reference is an honest not_yet_avaalternatives
find_synonyms
oyemi-mcp
unknownFind synonyms for a word.alternatives
find_antonyms
oyemi-mcp
unknownFind antonyms for a word.alternatives
chat_history
CreateWorkerAI/@createworker/mcp
unknownGet chat history for a taskalternatives
knowledge_list
CreateWorkerAI/@createworker/mcp
unknownList knowledge itemsalternatives
knowledge_get
CreateWorkerAI/@createworker/mcp
unknownGet a knowledge itemalternatives
knowledge_create
CreateWorkerAI/@createworker/mcp
unknownCreate a knowledge itemalternatives
knowledge_delete
CreateWorkerAI/@createworker/mcp
unknownDelete a knowledge itemalternatives
list_feeds
pipeworx-io/mcp-gaming-feeds
unknownList the curated gaming feeds (id, title, category, source). Optionally filter by category (gaming) or keyword. Pass an id to read_feed.alternatives
list_feeds
pipeworx-io/US News Feeds MCP Server
unknownList the curated US news, politics & government feeds (id, title, category, source). Optionally filter by category (government, news) or keyalternatives
get_breaking_change_excerpts
package-upgrade-mcp
unknownFetch changelogs and return only the excerpts that look breaking.alternatives
get_space
pack-mcp-confluence
unknownGet details of a specific Confluence spacealternatives
capability_describe
Semeion-Tech/cpanel-reseller-mcp
unknownProvides detailed documentation and schema for a specific capability, including parameters and risk class.alternatives
agentbodega_get_endpoint
agentbodegastore/AgentBodega MCP
unknownUse after search when you know an endpoint key, path, title, or full URL. It returns the full contract: method, URL, price, required inputs,alternatives
agentbodega_payment_guide
agentbodegastore/AgentBodega MCP
unknownUse when an agent needs the AgentBodega payment model before making paid HTTP calls. It explains x402 discovery, L402 handoff status, settlealternatives
jira_get_issue
pack-mcp-jira
unknownBusca detalhes de uma issue pelo keyalternatives
jira_create_issue
pack-mcp-jira
unknownCria um novo ticket (suporta campos customizados via customFields)alternatives
jira_search
pack-mcp-jira
unknownConsulta tickets via JQLalternatives
jira_update_issue
pack-mcp-jira
unknownAtualiza campos de um ticketalternatives
jira_list_issue_types
pack-mcp-jira
unknownLista tipos de issue disponíveis em um projetoalternatives
jira_list_components
pack-mcp-jira
unknownLista componentes de um projetoalternatives
jira_list_field_options
pack-mcp-jira
unknownLista opções de qualquer campo customizado (ex: Funcionalidade, Tipo de Erro)alternatives
jira_list_comments
pack-mcp-jira
unknownLista todos os comentários de uma issuealternatives
jira_list_funcionalidades
pack-mcp-jira
unknownLista funcionalidades disponíveis para um projeto e tipo de issuealternatives
jira_list_attachments
pack-mcp-jira
unknownLista os anexos de uma issue (id, nome, tamanho, tipo)alternatives
get_resume
@juicedresume/mcp
unknownGet a specific resume by ID.alternatives
add_entry
@juicedresume/mcp
unknownAdd an entry to a section.alternatives
verb_lookup
@juicedresume/mcp
unknownLook up action verbs for resumes.alternatives
search_tools
mcp-dir/Asaas MCP Server
unknownSingle entrypoint for MCP catalog. action=search returns available tools ordered by relevance. action=describe returns tool schema. action=ialternatives
list_feeds
pipeworx-io/Design Feeds MCP
unknownList the curated design & photography feeds (id, title, category, source). Optionally filter by category (design, photography) or keyword. Palternatives
obsidian_backlinks
brettwinterflood/Obsidian CLI MCP Server
unknownNotes that link to this note.alternatives
obsidian_links
brettwinterflood/Obsidian CLI MCP Server
unknownOutgoing links from a note.alternatives
obsidian_tags
brettwinterflood/Obsidian CLI MCP Server
unknownAll tags with counts.alternatives
obsidian_tags_file
brettwinterflood/Obsidian CLI MCP Server
unknownTags for a specific file.alternatives
obsidian_properties
brettwinterflood/Obsidian CLI MCP Server
unknownFrontmatter properties.alternatives
obsidian_create
brettwinterflood/Obsidian CLI MCP Server
unknownCreate a note (write-gated).alternatives
intro
sdiehl/sympy-mcp
unknownIntroduces a variable with specified assumptions and stores italternatives
intro_many
sdiehl/sympy-mcp
unknownIntroduces multiple variables with specified assumptions simultaneouslyalternatives
introduce_expression
sdiehl/sympy-mcp
unknownParses an expression string using available local variables and stores italternatives
print_latex_expression
sdiehl/sympy-mcp
unknownPrints a stored expression in LaTeX format, along with variable assumptionsalternatives
solve_algebraically
sdiehl/sympy-mcp
unknownSolves an equation algebraically for a given variable over a given domainalternatives
solve_linear_system
sdiehl/sympy-mcp
unknownSolves a system of linear equationsalternatives
listRelayMcpTools
@neurarelay/sdk
unknownLists the MCP tools exposed by the Neura Relay MCP server.alternatives
resolveActionCardThroughRelayMcp
@neurarelay/sdk
unknownResolves an action card through the Neura Relay MCP server, returning a decision receipt.alternatives
consult_aurai
iflow-mcp_LZMW-mcp-aurai-advisor
unknown请求上级 AI 指导解决编程问题alternatives
list_docs
BenjisCollector/claude-fde-showcase
unknownList available documentsalternatives
get_travel_advice
r-huijts/ns-mcp-server
unknownGet travel advice between two stationsalternatives
list_feeds
pipeworx-io/mcp-science-feeds
unknownList the curated science & space feeds (id, title, category, source). Optionally filter by category (science) or keyword. Pass an id to readalternatives
build_user_context
pagerduty-mcp-server
unknownBuild a context object for the current authenticated useralternatives
get_standards
bluntsupremaci/OpenHaus Engineering MCP Server
unknownRetrieve engineering standards documentation.alternatives
get_workflows
bluntsupremaci/OpenHaus Engineering MCP Server
unknownAccess engineering workflow documentation.alternatives
get_architecture
bluntsupremaci/OpenHaus Engineering MCP Server
unknownRetrieve architecture documentation.alternatives
get_adr
bluntsupremaci/OpenHaus Engineering MCP Server
unknownAccess an Architecture Decision Record by identifier.alternatives
search_knowledge
bluntsupremaci/OpenHaus Engineering MCP Server
unknownPerform hybrid keyword and semantic search across engineering knowledge.alternatives
traverse_graph
bluntsupremaci/OpenHaus Engineering MCP Server
unknownTraverse document relationships in the knowledge graph.alternatives
adr_generator
@vectalon-dev/rn-vectalon
unknownGenerates an Architecture Decision Recordalternatives
release_notes_generator
@vectalon-dev/rn-vectalon
unknownGenerates release notesalternatives
prd_generator
@vectalon-dev/rn-vectalon
unknownGenerates a Product Requirements Documentalternatives
user_story_generator
@vectalon-dev/rn-vectalon
unknownGenerates user stories from requirementsalternatives
acceptance_criteria_generator
@vectalon-dev/rn-vectalon
unknownGenerates acceptance criteria for a featurealternatives
gap_analysis
@vectalon-dev/rn-vectalon
unknownPerforms gap analysis between current and desired statealternatives
swot_analysis
@vectalon-dev/rn-vectalon
unknownPerforms SWOT analysisalternatives
test_plan_generator
@vectalon-dev/rn-vectalon
unknownGenerates a test planalternatives
bug_triage
@vectalon-dev/rn-vectalon
unknownTriages bugs by severity and priorityalternatives
root_cause_analysis
@vectalon-dev/rn-vectalon
unknownPerforms root cause analysis on issuesalternatives
tradeoff_ranking
@vectalon-dev/rn-vectalon
unknownRanks tradeoffs for architectural decisionsalternatives
artifact_store
@vectalon-dev/rn-vectalon
unknownStores and retrieves typed, versioned artifactsalternatives
role_scoped_context
@vectalon-dev/rn-vectalon
unknownProvides role-scoped context for agentsalternatives
parse_document
docira-mcp
unknownParse a doc at a URL → Markdownalternatives
list_feature_catalog
@dev_ahmad_org/proposal-generator
unknownEvery recognized feature key with its hour estimate and categoryalternatives
recommend_tech_stack
@dev_ahmad_org/proposal-generator
unknownTech stack suggestion based on project type + featuresalternatives
read_feed
pipeworx-io/mcp-business-feeds
unknownRead a curated business & industry feed by its id (from list_feeds). Returns normalized items (title, link, published, summary). Optionally alternatives
list_feeds
pipeworx-io/mcp-business-feeds
unknownList the curated business & industry feeds (id, title, category, source). Optionally filter by category (business, economics, marketing, reaalternatives
list_feeds
pipeworx-io/mcp-security-feeds
unknownList the curated cybersecurity feeds (id, title, category, source). Optionally filter by category (security) or keyword. Pass an id to read_alternatives
bs_search_component
fengweimian/Bootstrap Studio MCP Server
unknownSearch Bootstrap 5 component reference with code examplesalternatives
bs_lookup_class
fengweimian/Bootstrap Studio MCP Server
unknownLook up Bootstrap 5 CSS class documentationalternatives
list_themes
@formtrieb/tokens-mcp
unknownList all themes grouped by axis (Semantic, Device, Shape, Theme, …). Discover valid values for theme: arguments.alternatives
consultSoftwareArchitect
claude-expert-workflow-mcp
unknownConsult the Software Architect expert for technical architecture, system design, and security specifications.alternatives
consultProductManager
claude-expert-workflow-mcp
unknownConsult the Product Manager expert for product vision, user personas, business requirements, and success metrics.alternatives
consultUXDesigner
claude-expert-workflow-mcp
unknownConsult the UX Designer expert for user experience design, interface patterns, and accessibility guidelines.alternatives
divi-check-setup
wppilot-labs/divi-mcp
unknownCheck Divi setup and versionalternatives
divi-get-content
wppilot-labs/divi-mcp
unknownGet page contentalternatives
divi-list-modules
wppilot-labs/divi-mcp
unknownList available module typesalternatives
divi-get-module-schema
wppilot-labs/divi-mcp
unknownGet module settings schemaalternatives
divi-get-style-schema
wppilot-labs/divi-mcp
unknownGet shared styling fields schemaalternatives
divi-list-dynamic-sources
wppilot-labs/divi-mcp
unknownList dynamic content sourcesalternatives
divi-get-global-fonts
wppilot-labs/divi-mcp
unknownGet global fontsalternatives
divi-set-global-fonts
wppilot-labs/divi-mcp
unknownSet global fontsalternatives
divi-list-variables
wppilot-labs/divi-mcp
unknownList variablesalternatives
divi-create-variable
wppilot-labs/divi-mcp
unknownCreate a variablealternatives
divi-edit-variable
wppilot-labs/divi-mcp
unknownEdit a variablealternatives
divi-delete-variable
wppilot-labs/divi-mcp
unknownDelete a variablealternatives
divi-list-theme-builder-templates
wppilot-labs/divi-mcp
unknownList Theme Builder templatesalternatives
divi-create-theme-builder-template
wppilot-labs/divi-mcp
unknownCreate a Theme Builder templatealternatives
divi-list-theme-builder-conditions
wppilot-labs/divi-mcp
unknownList Theme Builder conditionsalternatives
divi-set-theme-builder-conditions
wppilot-labs/divi-mcp
unknownSet Theme Builder conditionsalternatives
divi-apply-dynamic-content
wppilot-labs/divi-mcp
unknownApply dynamic contentalternatives
divi-clear-dynamic-content
wppilot-labs/divi-mcp
unknownClear dynamic contentalternatives
divi-enable-loop
wppilot-labs/divi-mcp
unknownEnable loopalternatives
divi-delete-theme-builder-template
wppilot-labs/divi-mcp
unknownDelete a Theme Builder templatealternatives
divi-edit-loop
wppilot-labs/divi-mcp
unknownEdit loopalternatives
divi-disable-loop
wppilot-labs/divi-mcp
unknownDisable loopalternatives
divi-list-condition-types
wppilot-labs/divi-mcp
unknownList display condition typesalternatives
recommend_courses
kandarlubis31/ICIL
unknownRecommend courses based on a promptalternatives
build_legal_stance
Ansvar-Systems/UK Law MCP Server
unknownAggregate legal context across multiple sources for a given legal question.alternatives
get_case_law
Ansvar-Systems/UK Law MCP Server
unknownRetrieve case law judgments relevant to a query (premium tier).alternatives
get_explanatory_notes
Ansvar-Systems/UK Law MCP Server
unknownRetrieve preparatory works such as Explanatory Notes for a statute.alternatives
get_hansard_references
Ansvar-Systems/UK Law MCP Server
unknownRetrieve Hansard references for a statute.alternatives
check_currency
Ansvar-Systems/UK Law MCP Server
unknownCheck whether a statute is still in force and see its amendment history.alternatives
get_eu_basis
Ansvar-Systems/UK Law MCP Server
unknownRetrieve linked EU instruments for a UK statute, showing retained EU law alignment.alternatives
get_category_tree
pangolinfo-mcp
unknownRoot category treealternatives
list_bestsellers
pangolinfo-mcp
unknownBest Sellers listalternatives
list_new_releases
pangolinfo-mcp
unknownNew Releases listalternatives

FAQ

What are the most reliable knowledge MCP tools right now?

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