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
ca_get_grant
pipeworx-io/ca-grants
unknownGet the full record for one grant by portal ID.alternatives
get_context_health
@agent-finops/mcp
unknownDistinguish discoverable, configured, explicitly invoked, hook-injected, and invocation-unobservable context without assuming MCP schemas loalternatives
list_sources
@agent-finops/mcp
unknownList canonical product-authored source names/scopes, the approved local root, ingestion methods, and separate boundary/validation/financial alternatives
ask_hunyuan
ask-experts-mcp
unknownExpert on WeChat ecosystem (Mini Programs, Official Accounts, WeCom, Video Accounts), Tencent Cloud, QQ. Use for questions about WeChat logialternatives
ask_qwen
ask-experts-mcp
unknownExpert on Alibaba Cloud, DingTalk, Tongyi products, Taobao/Tmall/1688. Use for questions about Alibaba Cloud services, DingTalk API, Taobao alternatives
ask_doubao
ask-experts-mcp
unknownExpert on ByteDance ecosystem (Douyin, Feishu, Volcano Engine). Use for questions about Douyin API, Feishu bot development, Volcano Engine salternatives
get_smart_suggestions
iflow-mcp_docx-mcp
unknown获取智能建议alternatives
view_ticket_summary
iflow-mcp_effytech-freshdesk_mcp
unknownGet the summary of a ticketalternatives
delete_ticket_summary
iflow-mcp_effytech-freshdesk_mcp
unknownDelete the summary of a ticketalternatives
update_ticket_summary
iflow-mcp_effytech-freshdesk_mcp
unknownUpdate the summary of a ticketalternatives
get_agents
iflow-mcp_effytech-freshdesk_mcp
unknownGet all agentsalternatives
view_agent
iflow-mcp_effytech-freshdesk_mcp
unknownGet a single agentalternatives
create_agent
iflow-mcp_effytech-freshdesk_mcp
unknownCreate a new agentalternatives
update_agent
iflow-mcp_effytech-freshdesk_mcp
unknownUpdate an agentalternatives
search_agents
iflow-mcp_effytech-freshdesk_mcp
unknownSearch for agentsalternatives
list_skills
iflow-mcp_ephemeraldew-skill_mcp
unknownList all available skillsalternatives
skill
iflow-mcp_ephemeraldew-skill_mcp
unknownLoad a specific skill to get detailed instructions from its SKILL.mdalternatives
skill_resource
iflow-mcp_ephemeraldew-skill_mcp
unknownRead reference documents or templates from skill packagesalternatives
get_cve_details
iflow-mcp_EPSS-MCP
unknownRetrieve detailed CVE information including description, CWEs, CVSS scores, and EPSS score/percentile.alternatives
list_children
io.github.jbeshir/wanikani-mcp
unknownList children of a Workflowy nodealternatives
get_grammar_srs_details
io.github.jbeshir/wanikani-mcp
unknownGet Bunpro grammar SRS detailsalternatives
get_jlpt_progress
io.github.jbeshir/wanikani-mcp
unknownGet Bunpro JLPT progressalternatives
get_user
io.github.jbeshir/wanikani-mcp
unknownGet Bunpro useralternatives
get_subjects
io.github.jbeshir/wanikani-mcp
unknownGet WaniKani subjectsalternatives
get_summary
io.github.jbeshir/wanikani-mcp
unknownGet WaniKani summaryalternatives
get_srs_overview
io.github.jbeshir/wanikani-mcp
unknownGet Bunpro SRS overviewalternatives
get_study_queue
io.github.jbeshir/wanikani-mcp
unknownGet Bunpro study queuealternatives
get_assignments
io.github.jbeshir/wanikani-mcp
unknownGet WaniKani assignmentsalternatives
get_grammar_point
io.github.jbeshir/wanikani-mcp
unknownGet Bunpro grammar pointalternatives
list_supermarkets
io.github.jbeshir/wanikani-mcp
unknownList UK supermarketsalternatives
get_level_progressions
io.github.jbeshir/wanikani-mcp
unknownGet WaniKani level progressionsalternatives
get_decks
io.github.jbeshir/wanikani-mcp
unknownGet Bunpro decksalternatives
get_vocab
io.github.jbeshir/wanikani-mcp
unknownGet Bunpro vocabalternatives
get_review_forecast
io.github.jbeshir/supermarkets-uk-mcp
unknownGet Bunpro review forecastalternatives
get_node
io.github.jbeshir/supermarkets-uk-mcp
unknownGet a Workflowy nodealternatives
update_node
io.github.jbeshir/supermarkets-uk-mcp
unknownUpdate a Workflowy nodealternatives
get_srs_overview
io.github.jbeshir/supermarkets-uk-mcp
unknownGet Bunpro SRS overviewalternatives
list_regions
io.github.jbeshir/supermarkets-uk-mcp
unknownList Amazon regionsalternatives
get_review_activity
io.github.jbeshir/supermarkets-uk-mcp
unknownGet Bunpro review activityalternatives
get_subjects
io.github.jbeshir/supermarkets-uk-mcp
unknownGet WaniKani subjectsalternatives
move_node
io.github.jbeshir/supermarkets-uk-mcp
unknownMove a Workflowy nodealternatives
get_market
io.github.jbeshir/supermarkets-uk-mcp
unknownGet a Manifold marketalternatives
list_bets
io.github.jbeshir/supermarkets-uk-mcp
unknownList Manifold betsalternatives
get_comments
io.github.jbeshir/supermarkets-uk-mcp
unknownGet Manifold commentsalternatives
get_user
io.github.jbeshir/supermarkets-uk-mcp
unknownGet Bunpro useralternatives
get_me
io.github.jbeshir/supermarkets-uk-mcp
unknownGet current Manifold useralternatives
get_positions
io.github.jbeshir/supermarkets-uk-mcp
unknownGet Manifold positionsalternatives
get_study_queue
io.github.jbeshir/supermarkets-uk-mcp
unknownGet Bunpro study queuealternatives
get_vocab_srs_details
io.github.jbeshir/supermarkets-uk-mcp
unknownGet Bunpro vocab SRS detailsalternatives
get_level_progressions
io.github.jbeshir/supermarkets-uk-mcp
unknownGet WaniKani level progressionsalternatives
get_grammar_srs_details
io.github.jbeshir/supermarkets-uk-mcp
unknownGet Bunpro grammar SRS detailsalternatives
get_decks
io.github.jbeshir/supermarkets-uk-mcp
unknownGet Bunpro decksalternatives
get_grammar_point
io.github.jbeshir/supermarkets-uk-mcp
unknownGet Bunpro grammar pointalternatives
get_summary
io.github.jbeshir/supermarkets-uk-mcp
unknownGet WaniKani summaryalternatives
get_vocab
io.github.jbeshir/supermarkets-uk-mcp
unknownGet Bunpro vocabalternatives
get_stats
io.github.jbeshir/supermarkets-uk-mcp
unknownGet Bunpro statsalternatives
list_documents
iflow-mcp_hedless-onshape-mcp
unknownList documents with filteringalternatives
archive_note
keep-mcp
unknownArchive or unarchive a notealternatives
trash_note
keep-mcp
unknownMove a note to trashalternatives
restore_note
keep-mcp
unknownRestore a trashed/deleted notealternatives
delete_note
keep-mcp
unknownMark a note for deletionalternatives
list_labels
keep-mcp
unknownList labelsalternatives
create_label
keep-mcp
unknownCreate a labelalternatives
delete_label
keep-mcp
unknownDelete a labelalternatives
check_assumption
kontrol-freek-mcp
unknownIntercepts an AI assumption, checks against past decisions, detects contradictions, scores risk, and routes for human approval if needed.alternatives
confirm_decision
kontrol-freek-mcp
unknownRecords a finalized decision, optionally marking it as irreversible.alternatives
create_insight
srikar-pasumarthy/data.world MCP
unknownPersist agent findings to a data.world projectalternatives
lookup_term
srikar-pasumarthy/data.world MCP
unknownGround-truth definition + formula + canonical table for a business term (CSV-backed glossary)alternatives
dataset.chunks
io.github.dev-flexorch/flexorch-mcp
unknownRetrieve paginated RAG-ready text chunks from an indexed dataset (Pro+)alternatives
get_help
matlab-mcp-python
unknownGet help text for a MATLAB function or toolbox.alternatives
get_help
matlab-mcp-server
unknownAccess MATLAB documentation and search functionsalternatives
get-note
ashishakkumar/Apple Notes MCP
unknownRetrieve a note's content by title.alternatives
list_namespaces
AmazingYe-oss/k8s-mcp-server
unknown列出所有 namespace 及其状态alternatives
delete_entities
mcp-agensgraph-memory
unknownDelete multiple entities and their associated relationsalternatives
create_relations
mcp-agensgraph-memory
unknownCreate multiple new relations between entitiesalternatives
delete_relations
mcp-agensgraph-memory
unknownDelete multiple relations from the graphalternatives
add_observations
mcp-agensgraph-memory
unknownAdd new observations to existing entitiesalternatives
delete_observations
mcp-agensgraph-memory
unknownDelete specific observations from entitiesalternatives
read_graph
mcp-agensgraph-memory
unknownRead the knowledge graphalternatives
create_entities
mcp-agensgraph-memory
unknownCreate multiple new entities in the knowledge graphalternatives
search_memories
mcp-agensgraph-memory
unknownSearch for nodes based on a queryalternatives
find_memories_by_name
mcp-agensgraph-memory
unknownFind specific nodes by namealternatives
itunes_library
mcp-applemusic
unknownGet library statisticsalternatives
list_categories
mcp-appstore-server
unknownBrowse all categoriesalternatives
call_extended_tool
mcp-agent-mail
unknownCall an extended tool by name with arguments.alternatives
ensure_project
mcp-agent-mail
unknownEnsure a project exists for agent coordination.alternatives
register_agent
mcp-agent-mail
unknownRegister an agent identity in a project (auto-creates project if needed).alternatives
list_extended_tools
mcp-agent-mail
unknownList all extended tools available via lazy loading.alternatives
add_insights
mcp-agentmemory
unknownStore observations and code snippetsalternatives
read_graph
mcp-agentmemory
unknownRetrieve the complete knowledge graphalternatives
record_error
mcp-agentmemory
unknownCreate persistent error entities with automatic fingerprintingalternatives
record_fix
mcp-agentmemory
unknownAttach solutions to errors and create reusable patternsalternatives
export_markdown
mcp-agentmemory
unknownGenerate comprehensive documentation from your knowledge graphalternatives
lease_qa
amadeuserras/lease-qa-mcp
unknownAsks LeaseClear a question about a specific lease document and returns a grounded answer.alternatives
memory_recall
Dante926/layer-memory
unknown搜索已存储的记忆alternatives
memory_store
Dante926/layer-memory
unknown存储一条记忆alternatives
memory_export
Dante926/layer-memory
unknown导出所有记忆为 JSONalternatives
memory_import
Dante926/layer-memory
unknown从 JSON 文件导入记忆alternatives
list_fleets
Zyxac24/RAG Factory
unknownList all registered RAG fleets with their metadata.alternatives
get_footprint
Piccolo123/url-manager-mcp
unknownGet full details of a single bookmark.alternatives
list_categories
Piccolo123/url-manager-mcp
unknownList all categories (personal + shared). Returns id, name, and mode fields.alternatives
list_category_sets
Piccolo123/url-manager-mcp
unknownList all category sets.alternatives
list_content_types
Piccolo123/url-manager-mcp
unknownList all content types the user has used (e.g. article, video, image), ordered most-used first.alternatives
add_domain
io.github.joepangallo/mcp-server-indexforge
unknownAdd a new domain (optionally with custom sitemap URL)alternatives
remove_domain
io.github.joepangallo/mcp-server-indexforge
unknownRemove a domainalternatives
get_environment
mcp-apache-spark-history-server
unknownGet environment information for a Spark applicationalternatives
apollo_get_namespace_configs
mcp-apollo-config
unknownquery all key/value items under a namespace/environment/cluster with pagination controls (pageSize, maxItems)alternatives
apollo_get_key
mcp-apollo-config
unknownquery one config key under a namespace/environment/clusteralternatives
apollo_edit_key
mcp-apollo-config
unknowncreate or update one key and return the updated item (editable mode only)alternatives
navigate_tree
io.github.joesaby/doctree-mcp
unknownGet a section and all descendants in one callalternatives
get_node_content
io.github.joesaby/doctree-mcp
unknownRetrieve full text of specific sections by node IDalternatives
list_documents
io.github.joesaby/doctree-mcp
unknownBrowse catalog with tag/keyword filtering and facet countsalternatives
get_tree
io.github.joesaby/doctree-mcp
unknownHierarchical outline for agent reasoning — structure and word counts, no contentalternatives
extract_notion_content
iflow-mcp_jenasuraj-mcp
unknownExtract content from a Notion page or databasealternatives
insert_notion_content
iflow-mcp_jenasuraj-mcp
unknownInsert content into a Notion page or databasealternatives
halowerk_preis
halowerk/halowerk-mcp
unknownTells you what a planned call would cost.alternatives
halowerk_katalog
halowerk/halowerk-mcp
unknownLists every service with its price.alternatives
halowerk_beschreibe
halowerk/halowerk-mcp
unknownReturns the input schema of a service.alternatives
workspace_store
mcp-geo
unknownStore data in workspace.alternatives
workspace_get
mcp-geo
unknownRetrieve data from workspace.alternatives
workspace_list
mcp-geo
unknownList workspace contents.alternatives
workspace_clear
mcp-geo
unknownClear workspace.alternatives
suggest_tools
mcp-geo
unknownSuggest tools for a task.alternatives
list_all_tools
mcp-geo
unknownList all available tools.alternatives
project_info
Josetoespinosa/GoLatex MCP Server
unknownReturns project root, main file, list of \input, PDF status, and page count.alternatives
lookup_style_tokens
zzmkxd/excalidraw-mcp-obsidian
unknownLook up style tokens for rolesalternatives
read_diagram_guide
zzmkxd/excalidraw-mcp-obsidian
unknownRead a diagram guide for a templatealternatives
document_current_work
mcp-hivemind-server
unknownReal-time documentation while building codealternatives
navigate_to
mcp-hivemind-server
unknownLoad context from anchor pointalternatives
move_page
BamButz/nextcloud-collectives-mcp
unknownSeite zu einer neuen übergeordneten Seite verschiebenalternatives
delete_page
BamButz/nextcloud-collectives-mcp
unknownSeite in den Papierkorb verschiebenalternatives
update_page_content
BamButz/nextcloud-collectives-mcp
unknownMarkdown-Inhalt einer Seite ersetzenalternatives
create_page
BamButz/nextcloud-collectives-mcp
unknownneue Seite unter einer übergeordneten Seite anlegenalternatives
rename_page
BamButz/nextcloud-collectives-mcp
unknownSeite umbenennenalternatives
list_tags
BamButz/nextcloud-collectives-mcp
unknownalle Tags eines Collectives auflistenalternatives
create_tag
BamButz/nextcloud-collectives-mcp
unknownneuen Tag anlegenalternatives
list_collectives
BamButz/nextcloud-collectives-mcp
unknownalle sichtbaren Collectives auflistenalternatives
create_collective
BamButz/nextcloud-collectives-mcp
unknownneues Collective anlegenalternatives
delete_collective
BamButz/nextcloud-collectives-mcp
unknownCollective in den Papierkorb verschiebenalternatives
list_pages
BamButz/nextcloud-collectives-mcp
unknownvollständigen Seitenbaum eines Collectives auflisten (nur Metadaten)alternatives
get_page
BamButz/nextcloud-collectives-mcp
unknownMetadaten und Markdown-Inhalt einer Seite abrufenalternatives
add_tag_to_page
BamButz/nextcloud-collectives-mcp
unknownTag an eine Seite anhängenalternatives
remove_tag_from_page
BamButz/nextcloud-collectives-mcp
unknownTag von einer Seite entfernenalternatives
research
io.github.joshuasundance-swca/paper-chaser-mcp
unknownGuided research entrypoint handling discovery, known-item recovery, citation repair, and regulatory routing with trust-graded results.alternatives
inspect_source
io.github.joshuasundance-swca/paper-chaser-mcp
unknownExposes one sourceId with provenance, trust state, weak-match rationale, and quality-aware direct-read next steps.alternatives
follow_up_research
io.github.joshuasundance-swca/paper-chaser-mcp
unknownGrounded follow-up against a saved searchSessionId; classifies mixed source sets into on-topic evidence, weaker context, and off-target leadalternatives
resolve_reference
io.github.joshuasundance-swca/paper-chaser-mcp
unknownResolves DOI/arXiv/URL, citation fragments, and regulatory-style references; exact inputs resolve as anchors, ambiguous matches return candialternatives
get_word_definition
toolmash-dictionary-api-mcp-plugin-mcp
unknownGet word definitions, phonetics, and audio pronunciationalternatives
whois_lookup_domain
io.github.cyanheads/whois-mcp-server
unknownFull domain registration record — registrar, created/expiry dates, nameservers, EPP status, DNSSEC, registrant orgalternatives
rag_ask
mcp-rag
unknownPerform RAG-based retrieval and answer generation.alternatives
learn_document
mcp-rag-fastmcp
unknown处理并添加文档到知识库alternatives
ask_rag
mcp-rag-fastmcp
unknown基于知识库回答问题alternatives
learn_text
mcp-rag-fastmcp
unknown添加文本到知识库alternatives
add_documents
mcp-rag-librarian
unknownAdd new documents to the existing knowledge base.alternatives
get_knowledge_base_stats
mcp-rag-librarian
unknownGet statistics about the current knowledge base.alternatives
initialize_knowledge_base
mcp-rag-librarian
unknownInitialize the knowledge base by scanning a directory and indexing documents.alternatives
query_knowledge_base
mcp-rag-librarian
unknownQuery the knowledge base with a text query and return relevant documents.alternatives
get_application
iflow-mcp_knuckles-team-servicenow-api
unknownRetrieves details of a specific application from a ServiceNow instance by its unique identifier.alternatives
toolrate_categories
toolrate-mcp
unknownList all canonical categories.alternatives
toot_reason
toot-mcp
unknownExecute a validated conceptual reasoning chain using Train of Thought methodologyalternatives
list_models
mcp-resilland
unknownAvailable models + supported locales/countriesalternatives
generate_feasibility_report
mcp-resilland
unknownOpus 4.7 Phase 4-style markdown report with citationsalternatives
create_report_share_link
mcp-resilland
unknownMint a 7-day public share URLalternatives
get_report_pdf_url
mcp-resilland
unknownSigned PDF URL (no binary streaming, MCP-friendly)alternatives
get_beliefs
touchgrass-mcp-server
unknownRetrieve all current beliefs.alternatives
generate_briefing
touchgrass-mcp-server
unknownGenerate a voice-adaptive briefing based on user's emotional state and beliefs.alternatives
retrieve_memory
touchgrass-mcp-server
unknownRetrieve a governed memory by key.alternatives
list_modes
touchstone-mcp
unknownReturns mode enumeration and versions.alternatives
list_action_types
mcp-supervisor
unknownDiscover what's supervised (live vs planned).alternatives
load_namespace
mcp-switch
unknownLoad a specific namespace's tools, resources, and prompts into the agent's contextalternatives
unload_namespace
mcp-switch
unknownUnload a specific namespace from the agent's contextalternatives
load_group
mcp-switch
unknownLoad all namespaces in a group into the agent's contextalternatives
unload_group
mcp-switch
unknownUnload all namespaces in a group from the agent's contextalternatives
list_namespaces
mcp-switch
unknownList all configured namespaces and groupsalternatives
model_rank
mcp-tech-ai-tracker
unknown模型排行与技术数据:LLM排行/开源趋势/Benchmark对比alternatives
ai_pulse
mcp-tech-ai-tracker
unknownAI行业速览:今日热点/本周回顾/热门话题alternatives
tech_digest
mcp-tech-ai-tracker
unknown每日多源摘要:新闻+开源+论文+模型一键聚合alternatives
set_abstract
io.github.daedalus/mcp-rfc-editor
unknownSet the document abstractalternatives
analyze_mind_map
iflow-mcp_master-frank_xmindmcp
unknownAnalyze structure and metrics of a mind mapalternatives
translate_xmind_titles
iflow-mcp_master-frank_xmindmcp
unknownTranslate titles in an XMind filealternatives
load_session
mcp-workstate-handoff
unknownLoad session state, optionally with context refresh.alternatives
get_handoff_state
mcp-workstate-handoff
unknownRetrieve handoff state sections including identity, compaction advisory, etc.alternatives
compaction
mcp-workstate-handoff
unknownManage compaction state: record, disable, enable, or status.alternatives
cypher
kglite-mcp-server
unknownExecute a Cypher query against the knowledge graph and return results.alternatives
describe
kglite-mcp-server
unknownReturn a prompt-shaped summary of the graph schema and statistics.alternatives
clear
io.github.damoqiongqiu/mcp-local-rag
unknownClear the entire RAG store (delete all indexed data).alternatives
reindex
io.github.damoqiongqiu/mcp-local-rag
unknownReindex all previously ingested files.alternatives
get_tool_context
iflow-mcp_mcp-context-provider
unknownGet context rules for specific toolalternatives
list_available_contexts
iflow-mcp_mcp-context-provider
unknownList all loaded context categoriesalternatives
create_context_file
iflow-mcp_mcp-context-provider
unknownCreate new context files dynamically with validationalternatives
update_context_rules
iflow-mcp_mcp-context-provider
unknownUpdate existing context rules with backup and validationalternatives
add_context_pattern
iflow-mcp_mcp-context-provider
unknownAdd patterns to auto-trigger sections for memory integrationalternatives
analyze_context_effectiveness
iflow-mcp_mcp-context-provider
unknownAnalyze context effectiveness with memory-driven insightsalternatives
suggest_context_optimizations
iflow-mcp_mcp-context-provider
unknownGenerate global optimization suggestions based on usage patternsalternatives
get_proactive_suggestions
iflow-mcp_mcp-context-provider
unknownProvide proactive context suggestions for workflow improvementalternatives
get_syntax_rules
iflow-mcp_mcp-context-provider
unknownGet syntax conversion rulesalternatives
list_subjects
mseep-openedu-mcp-server
unknownList all available subjects in the curriculumalternatives
get_lesson_plan
mseep-openedu-mcp-server
unknownRetrieve a detailed lesson plan by IDalternatives
delete_memory
mseep-optimized-memory-mcp-server
unknownDelete a memory by its key.alternatives
store_memory
mseep-optimized-memory-mcp-server
unknownStore a memory with key, content, and optional metadata.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.