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
get_error_doc
dolphinquant/echolon
unknownGet documentation for an error code.alternatives
list_skills
dolphinquant/echolon
unknownList available in-package skills for the agent to use.alternatives
get_question_answers
georgeantonopoulos/Basecamp-MCP-Server
unknownGet answers to check-in questionsalternatives
context_capsule
Classevelabs/context-zero-engine
unknownReturns everything needed to understand a symbol — source, dependencies, contracts, effects — within a token budget.alternatives
smart_context
Classevelabs/context-zero-engine
unknownOne call returning source + blast radius + callers + tests + contracts, replacing 8+ separate lookups.alternatives
list_announcements
ahnopologetic/canvas-lms-mcp
unknownList announcements for one or more courses.alternatives
get_enrollments
ahnopologetic/canvas-lms-mcp
unknownGet the current user's enrollments including grades.alternatives
get_discussion_view
ahnopologetic/canvas-lms-mcp
unknownGet the full view of a discussion topic including all replies.alternatives
get_course
ahnopologetic/canvas-lms-mcp
unknownGet a single course by ID.alternatives
get_course_syllabus
ahnopologetic/canvas-lms-mcp
unknownGet a course's syllabus body as HTML.alternatives
get_course_modules
ahnopologetic/canvas-lms-mcp
unknownGet modules for a course.alternatives
get_module_items
ahnopologetic/canvas-lms-mcp
unknownGet items for a specific module.alternatives
get_assignment
ahnopologetic/canvas-lms-mcp
unknownGet a single assignment by ID.alternatives
list_discussions
ahnopologetic/canvas-lms-mcp
unknownList discussion topics for a course.alternatives
resolve_name
io.github.steveardis/omnifocus
unknownResolve a name to stable ID candidates — never silently disambiguates; returns all matchesalternatives
set_domain_branding
trekmail/mcp-server
unknownPartially update domain or account-default branding (gated: TREKMAIL_ALLOW_DESTRUCTIVE)alternatives
remove_domain_brand_logo
trekmail/mcp-server
unknownRemove a brand asset (gated: TREKMAIL_ALLOW_DESTRUCTIVE)alternatives
get_white_label
trekmail/mcp-server
unknownRead entitlement, setup progress, account brand, and reachable domain statusalternatives
remove_domain_branding
trekmail/mcp-server
unknownClear domain or account-wide branding (gated: TREKMAIL_ALLOW_DESTRUCTIVE)alternatives
get_repository_info
stevereiner/python-alfresco-mcp-server
unknownReturns repository status, version, and module configurationalternatives
transition_issue
MichalOsadowski/jira-mcp-scoped
unknownMoves a Jira issue through a workflow transition, e.g., from 'To Do' to 'In Progress'.alternatives
mem_save_turn
@everme/claude-code
unknownSaves a conversation turn to memoryalternatives
everme_search
@everme/claude-code
unknownSearch memory for relevant content.alternatives
everme_context
@everme/claude-code
unknownRetrieve context from memory.alternatives
mem_skill
@everme/claude-code
unknownRead one agent skill's full text back by the id printed in its search-result linealternatives
recall
runFleets/fe
unknownRead the per-site change logalternatives
ask
runFleets/fe
unknownNatural-language question answered server-side with citationsalternatives
check_text
io.github.jmshinhwa/green-claim-lint-empco
unknownScans provided text for banned environmental claims per EU Directive 2024/825alternatives
abap_note_status
joaodelapace/abap-mcp
unknownInspect SAP Notes statusalternatives
list_collections
xpaysh/ecommerce-prompts
unknownList all 53 collections (categories + marketing tasks)alternatives
get_collection_prompts
xpaysh/ecommerce-prompts
unknownGet every prompt in a collection (full template + variables + recommended model)alternatives
get_prompt
xpaysh/ecommerce-prompts
unknownFetch one prompt by idalternatives
get_page_section
cbhl/stardew-mcp
unknownA single section by heading.alternatives
list_set_aside_codes
sam-gov-mcp-server
unknownList valid set-aside and procurement-type codes (offline, no API key needed).alternatives
index_document
Rajmaheta009/Raj Assistant MCP
unknownIndex a document for RAGalternatives
vision_capabilities
666666999999666/vision-mcp
unknownShow server configuration and limitsalternatives
get_documents
rizkyurdhan/ERPNext MCP Server
unknownGet a list of documents for a specific doctypealternatives
memory.read
tuls-rs/tuls
unknownRead from persistent JSONL knowledge graphalternatives
memory.write
tuls-rs/tuls
unknownWrite to persistent JSONL knowledge graphalternatives
skills.read
tuls-rs/tuls
unknownDiscover and activate workspace skillsalternatives
delete_memory
sapience-mcp
unknownDelete a memory by ID.alternatives
export_memories
sapience-mcp
unknownExport memories as JSONL backup.alternatives
find_duplicate_memories
sapience-mcp
unknownFind duplicate memories (report only).alternatives
log_assessment
sapience-mcp
unknownLog a forward-looking assessment with a probability.alternatives
list_pending_assessments
sapience-mcp
unknownList pending assessments.alternatives
save_memory
sapience-mcp
unknownSave a new memory.alternatives
get_context_brief
sapience-mcp
unknownGet a context brief for the current session.alternatives
get_related
sapience-mcp
unknownGet memories related to a given memory.alternatives
get_memory
sapience-mcp
unknownInspect a memory by ID.alternatives
edit_memory
sapience-mcp
unknownEdit a memory's content, salience, topic, or type.alternatives
consolidate
sapience-mcp
unknownConsolidate memories into durable patterns.alternatives
list_memories
sapience-mcp
unknownList memories with optional filters.alternatives
memory_stats
sapience-mcp
unknownGet memory statistics.alternatives
get_agent
@agentdomain/mcp-server
unknownGet details of a specific agent.alternatives
m3:curate-memory
io.github.skynetcmd/m3-memory
unknownCurate and consolidate memory entries.alternatives
m3:curate-chatlog
io.github.skynetcmd/m3-memory
unknownCurate and consolidate chat log entries.alternatives
memory_write
io.github.skynetcmd/m3-memory
unknownSave a memory to the storealternatives
get_project_summary
sulaimwn/LibrePCB-MCP-Server
unknownReturns project metadata, boards, schematic sheets and counts.alternatives
get_bibtex
scopus-plus-mcp
unknownGenerate BibTeX entries for a list of papers.alternatives
citation_context
scopus-plus-mcp
unknownGet sentences and intent behind citations from Semantic Scholar.alternatives
path_transmission
scopus-plus-mcp
unknownAnalyze transmission of ideas along citation paths.alternatives
historiograph
scopus-plus-mcp
unknownGenerate a historiograph of citation relationships.alternatives
rpys
scopus-plus-mcp
unknownPerform Reference Publication Year Spectroscopy analysis.alternatives
research_fronts
scopus-plus-mcp
unknownMap research fronts from a set of papers.alternatives
resolve_citers
scopus-plus-mcp
unknownVerify and resolve citing papers across search strategies.alternatives
get_diagram_examples
scp-diagram-mcp-server
unknownGet diagram example code by typealternatives
list_icons
scp-diagram-mcp-server
unknownExplore available providers/services/icons (use provider_filter='scp')alternatives
owner.pierce
jdw2111/@propraven/mcp
unknownResolve a name/entity to its full portfolioalternatives
submit-mcp-server
orange-mcp-server-collector
unknownSubmits a MCP Server to the MCP Server Directory like mcp.so.alternatives
generate_report
jiziyun149-cpu/crc-lnm-medical-agent
unknownGenerates a clinical report from model predictions.alternatives
setup_brand
KelianMp4/linkedin-mcp
unknownRegisters the client's brand voice and visual charter (onboarding).alternatives
get_playbook
KelianMp4/linkedin-mcp
unknownProvides the writing method and voice for the client's Claude to draft content.alternatives
list_posts
KelianMp4/linkedin-mcp
unknownLists logged posts.alternatives
update_brand
KelianMp4/linkedin-mcp
unknownPartially updates the brand identity with deep merge; previous version archived.alternatives
get_brand
KelianMp4/linkedin-mcp
unknownReturns the stored brand identity (voice + charter) as JSON.alternatives
getBaziChart
shunshi-ai/bazi-reader-mcp
unknownFull Bazi (Four Pillars) chart with true-solar-time correction, 大运, 刑冲合会, 神煞.alternatives
getHuangli
shunshi-ai/bazi-reader-mcp
unknown黄历 (老黄历 / Chinese almanac) for any day: 宜/忌, 彭祖百忌, 神煞, 建除, 二十八宿, 吉神方位, 12 时辰宜忌. Accepts 公历 or 农历 input; omit the date for today.alternatives
secchi_mcp
kannandreams/secchi
unknownMCP server for package intelligence, exposing tools for package inspection, cross-registry search, project reports, and health policy checksalternatives
memory_add
stoneskin/open-memex
unknownSave a new memory factalternatives
memory_delete
stoneskin/open-memex
unknownDelete a memory by its IDalternatives
memory_update
stoneskin/open-memex
unknownUpdate an existing memoryalternatives
memory_list
stoneskin/open-memex
unknownList recent memoriesalternatives
memory_search
stoneskin/open-memex
unknownSearch memories by keywordalternatives
mcp-docs
naveenayalla1-CS50/mcp-server-toolkit
unknownIndex and query local Markdown, Notion, or any URLalternatives
sidenote_configure
YanivYosefi/sidenote-en
unknownConfigure the user's target language and proficiency level for language learningalternatives
sidenote_get_due_expression
YanivYosefi/sidenote-en
unknownRetrieve a due expression from the user's vocabulary for practicealternatives
sidenote_record_practice
YanivYosefi/sidenote-en
unknownRecord the user's practice result for an expression, updating its review schedulealternatives
get_library_docs
AuraFriday/context7_mcp
unknownFetch current documentation for a library, optionally focused on a topic, with token control.alternatives
summarize_document
TrijalBurman/MCP-Server
unknownGenerate a summary of an indexed documentalternatives
remember
TrijalBurman/MCP-Server
unknownSave a note or decision to memoryalternatives
read_document
TrijalBurman/MCP-Server
unknownRead the full extracted text of an indexed documentalternatives
ingest_documents
TrijalBurman/MCP-Server
unknownIndex all PDF/Markdown/TXT/DOCX files into ChromaDBalternatives
delete_note
TrijalBurman/MCP-Server
unknownDelete a knowledge notealternatives
get_memory
TrijalBurman/MCP-Server
unknownRetrieve saved memory entriesalternatives
read_decisions
TrijalBurman/MCP-Server
unknownRetrieve past project decisionsalternatives
add_note
TrijalBurman/MCP-Server
unknownSave a knowledge note with markdown and tagsalternatives
list_notes
TrijalBurman/MCP-Server
unknownList all saved knowledge notesalternatives
list_project_status
TrijalBurman/MCP-Server
unknownRetrieve full project status overviewalternatives
read_memory
TrijalBurman/MCP-Server
unknownRead project status (full or by section)alternatives
write_memory
TrijalBurman/MCP-Server
unknownWrite/update a section in project_status.mdalternatives
log_decision
TrijalBurman/MCP-Server
unknownAppend structured decision entry to decisions.yamlalternatives
open
Wuniq/Wuniq
unknownOpens a Wuniq project or lists visible projects when called with 'list'.alternatives
read
Wuniq/Wuniq
unknownReads the Wuniq sidecar context for a given code file.alternatives
sync
Wuniq/Wuniq
unknownSynchronizes Wuniq knowledge after code changes.alternatives
peer_summarize
Rakeen70210/peer-agents-mcp
unknownSummarize a peer sessionalternatives
peer_transcript
Rakeen70210/peer-agents-mcp
unknownGet the full transcript of a peer sessionalternatives
peer_ask
Rakeen70210/peer-agents-mcp
unknownGeneral grounded Q&Aalternatives
skippy_view_notes
skippy-mcp
unknownView your saved notesalternatives
skippy_context
skippy-mcp
unknownGet context from Skippy for a conversationalternatives
skippy_save_note
skippy-mcp
unknownSave a note that follows you between toolsalternatives
skippy_journal_search
skippy-mcp
unknownSearch your journal of decisions and milestonesalternatives
skippy_radar_add_topic
skippy-mcp
unknownAdd a topic for Skippy to watchalternatives
skippy_radar_scan
skippy-mcp
unknownScan topics Skippy watches for youalternatives
list_components
zenvy
unknownNames of all Zenvy componentsalternatives
get_zenvy_guidelines
zenvy
unknownDesign philosophy, color-token logic and strict prohibitionsalternatives
bylonis_search_docs
bylonis/bylonis-mcp-server
unknownSearch official SigNoz docs for product questionsalternatives
context_get
KauaLealz/knowledge-os-mcp-server
unknownRetrieves project context package within a budget.alternatives
add_note
MartaVtechzgr/mcp-notes-server
unknownStore a note with a title and bodyalternatives
get_note
MartaVtechzgr/mcp-notes-server
unknownFetch a note by titlealternatives
list_notes
MartaVtechzgr/mcp-notes-server
unknownList all note titlesalternatives
silo_describe_operation
barolinecrewer/silo-server-mcp
unknownInspect an operation's input schema.alternatives
silo_list_tags
barolinecrewer/silo-server-mcp
unknownList available tag groups and counts.alternatives
yuque_allowed_books
fanb129/yuque-local-mcp
unknown列出允许访问的知识库。alternatives
yuque_create_doc
fanb129/yuque-local-mcp
unknown在允许知识库中新建文档。alternatives
yuque_update_doc
fanb129/yuque-local-mcp
unknown替换或追加允许知识库内文档内容。alternatives
yuque_read_doc
fanb129/yuque-local-mcp
unknown读取允许知识库内的文档并缓存。alternatives
yuque_get_toc
fanb129/yuque-local-mcp
unknown读取允许知识库目录。alternatives
yuque_sync_book
fanb129/yuque-local-mcp
unknown按目录同步最多 50 篇到本地缓存。alternatives
plan_skill_roadmap
zhangwudef/zhitu-mcp-server
unknown生成分阶段技能学习路线。参数:target_job(目标岗位)、current_level(当前水平)alternatives
match_career
zhangwudef/zhitu-mcp-server
unknown根据专业匹配就业方向,返回岗位、薪资、发展路径。参数:major(专业名称)、skills(技能特长)alternatives
query_employment_policy
zhangwudef/zhitu-mcp-server
unknown查询就业政策。参数:keyword(政策关键词:求职补贴/基层就业/劳动合同/五险一金/创业贷款/社保补贴/技能培训)alternatives
info
pain-o-d/mc_puppet
unknownGet information about the MC Puppet bridge, including protocol version and capabilitiesalternatives
generate_component_definition
io.github.CSOAI-ORG/oscal-generator-mcp
unknownGenerate OSCAL Component Definitionalternatives
validate_oscal
io.github.CSOAI-ORG/oscal-generator-mcp
unknownStructural validation of an OSCAL documentalternatives
rfc0024_readiness
io.github.CSOAI-ORG/oscal-generator-mcp
unknownScore FedRAMP RFC-0024 readiness (0–100) and identify gapsalternatives
hubdocs_deps_of
raintr91/hubdocs
unknownIDs referenced from that element's filesalternatives
hubdocs_list_ids
raintr91/hubdocs
unknownList LND/CTX/CTR/CMP/FLOW/DEP/ADR/W/APIalternatives
hubdocs_get_element
raintr91/hubdocs
unknownFiles + excerpt for one IDalternatives
hubdocs_dependents_of
raintr91/hubdocs
unknownIDs that mention this IDalternatives
hubdocs_orphans
raintr91/hubdocs
unknownMissing canonical FLOW/ADR/CMP paths; catalog draft/TBDalternatives
hubdocs_validate_links
raintr91/hubdocs
unknownBroken MD links under architecture (+ product)alternatives
hubdocs_layout
raintr91/hubdocs
unknownCanonical paths per ID kind + ignored redirect stubsalternatives
hubdocs_route
raintr91/hubdocs
unknownTopic → arc42 chapter + skillalternatives
hubdocs_journeys
raintr91/hubdocs
unknownList FLOW-* under 06-runtime/journeys/alternatives
tools
ai-dashboad/flutter-skill
unknownList toolsalternatives
check_eligibility
RosieOh/korea-benefits-mcp
unknown특정 혜택 하나의 자격 판정과 불가 사유alternatives
get_benefit_detail
RosieOh/korea-benefits-mcp
unknown선정기준 원문, 지원내용, 신청방법, 구비서류, 문의처, 온라인 신청 링크alternatives
upcoming_deadlines
RosieOh/korea-benefits-mcp
unknownN일 안에 신청 마감되는 혜택alternatives
list_profile_options
RosieOh/korea-benefits-mcp
unknown입력할 수 있는 상황 목록(직장인, 구직자, 임산부, 1인가구, 무주택…)alternatives
discover_apis
ouro-mcp
unknownDiscover APIs shared on Ouroalternatives
discover_api
ouro-mcp
unknownDiscover and execute APIs shared on Ouroalternatives
execute_api
ouro-mcp
unknownExecute an API shared on Ouroalternatives
valis_get_taxonomy_spec
valis-cli
unknownQuery the data modelalternatives
valis_store
valis-cli
unknownCapture decisions automaticallyalternatives
valis_lifecycle
valis-cli
unknownPromote, deprecate, supersede decisionsalternatives
get_lunar_months
shahrulestar/Islamic Calendar MCP
unknownMonth summary. Start, end, and length of each Hijri month. Use for 'when is Ramadan?' or which month covers a Gregorian date.alternatives
get_islamic_events
shahrulestar/Islamic Calendar MCP
unknownObservances in Malaysia. Aidilfitri, Aidiladha, Maulid, Awal Ramadan, and other important Islamic dates.alternatives
get_hijri_calendar
shahrulestar/Islamic Calendar MCP
unknownDay-by-day takwim. Hijri date and weekday for one day, a Hijri month, or a short Gregorian range.alternatives
detections
AgenticFinanceGraph/agentic-finance-graph-mcp
unknownNewest detections, optionally for one agentalternatives
definition
AgenticFinanceGraph/agentic-finance-graph-mcp
unknownA frozen metric definition: method, exclusions, what it does not claimalternatives
ukflood_areas
pipeworx-io/mcp-uk-flood-monitoring
unknownNamed flood areas warnings are issued against, so a warning code resolves to a place.alternatives
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
build_user_context
pagerduty-mcp-server
unknownBuild a context object for the current authenticated useralternatives
list_automations
stackbyhq/stackby-mcp-server
unknownList automations in a stack.alternatives
get_automation
stackbyhq/stackby-mcp-server
unknownGet full details for one automation.alternatives
create_automation
stackbyhq/stackby-mcp-server
unknownCreate an automation with trigger and optional actions in one call.alternatives
update_automation
stackbyhq/stackby-mcp-server
unknownUpdate automation metadata.alternatives
list_automation_capabilities
stackbyhq/stackby-mcp-server
unknownShow supported automation trigger/action types and advanced automation endpoint actions.alternatives
list_knowledge
Wiktor-Barczyk/Model-Context-Protocol_MCP-server
unknownAccess internal knowledge articles.alternatives
list_global_skills
agentschat-mcp
unknownList global skillsalternatives
load_global_skill
agentschat-mcp
unknownLoad a global skillalternatives
list_channel_skills
agentschat-mcp
unknownList channel-specific skillsalternatives
load_channel_skill
agentschat-mcp
unknownLoad a channel-specific skillalternatives
create_page
@noeis/wiki-mcp
unknownCreate a new wiki page.alternatives
get_page_markdown
@noeis/wiki-mcp
unknownGet a wiki page as markdown.alternatives
get_schema
@noeis/wiki-mcp
unknownGet the wiki schema.alternatives
list_sources
@noeis/wiki-mcp
unknownList sources.alternatives
list_source_events
@noeis/wiki-mcp
unknownList events for a source.alternatives
get_ingest_run
@noeis/wiki-mcp
unknownGet details of an ingest run.alternatives
list_proposals
@noeis/wiki-mcp
unknownList proposals.alternatives
list_autolinks
@noeis/wiki-mcp
unknownList autolinks.alternatives
update_page
@noeis/wiki-mcp
unknownUpdate an existing wiki page.alternatives
archive_page
@noeis/wiki-mcp
unknownArchive a wiki page.alternatives
draft_page
@noeis/wiki-mcp
unknownDraft a new page from content.alternatives
ask_page
@noeis/wiki-mcp
unknownAsk a question about a page.alternatives
promote_answer
@noeis/wiki-mcp
unknownPromote an answer to a page.alternatives
apply_autolink
@noeis/wiki-mcp
unknownApply an autolink rule.alternatives
add_source
@noeis/wiki-mcp
unknownAdd a source to a page.alternatives
remove_source
@noeis/wiki-mcp
unknownRemove a source from a page.alternatives
update_schema
@noeis/wiki-mcp
unknownUpdate the wiki schema.alternatives
list_pages
@noeis/wiki-mcp
unknownList all wiki pages.alternatives

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.