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
query_single_pain_point
gianmape/AVA
unknownGiven a client pain point and solution, returns similar historical cases with recommendations.alternatives
retrieve_knowledge_context
gianmape/AVA
unknownRetrieves Next-Gen features and VLM KPIs relevant to a pain point and solution.alternatives
apicrate-get-bible-verse
apicrateio/apicrate-mcp
unknownFetch a verse or range across 30+ translationsalternatives
get_install_command
marketnow-mcp
unknownGet the npx install command for a skillalternatives
sdk_info
@modesty/fluent-mcp
unknownGet SDK version or helpalternatives
explain_fluent_api
@modesty/fluent-mcp
unknownLook up Fluent SDK documentation for any API or guidealternatives
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
sim_models
discrete-event-systems/des-mcp-server.rs
unknownInventory of runnable models/scenarios: des-engine's 95 JSON specs (examples/*.json, run via npm run from-json), the Rust engine's cargo exaalternatives
sim_model_inspect
discrete-event-systems/des-mcp-server.rs
unknownDES-unique. Parse ONE JSON model spec without running it and report its schema, the model/citizen it drives, parameters, runtime knobs, tagsalternatives
engine_docs
discrete-event-systems/des-mcp-server.rs
unknownThe engine core abstractions from the real code: FEL scheduler Engine<W> (schedule_at/schedule_after/run_until/now), the model-citizen contralternatives
engine_comparison
discrete-event-systems/des-mcp-server.rs
unknownLegacy-vs-current: the uta-phd → des-engine (TS) → discrete-event-system.rs (Rust) lineage, and why old-outmoded-engine.rs (soccer_engine) ialternatives
org_map
discrete-event-systems/des-mcp-server.rs
unknownOrg/repo map: repo locations today, migration plan, build entry points, shared ORESoftware infra (k8s GitOps, dpm, Cloudflare/Squarespace, falternatives
telemetry_docs
discrete-event-systems/des-mcp-server.rs
unknownThe org's client→Supabase streaming pattern: supabase.rpc('ingest_des_client_log_snapshot' / 'ingest_des_client_log_entries') via supabase-jalternatives
bootstrap_session
JDS300/Limitless
unknownLoad session context — identity, rules, active projects, handoffs, recent decisions. Call at session start with your namespace.alternatives
get_pinned_context
JDS300/Limitless
unknownRetrieve pinned entries (deprecated — use bootstrap_session).alternatives
store_entry
JDS300/Limitless
unknownSave an entry (identity, rules, catalog, framework, decision, project, handoff, resource, or memory). Optionally create relationships in thealternatives
search_memory
JDS300/Limitless
unknownSemantic search across stored entries. Filter by domain type and namespace.alternatives
explore_context
JDS300/Limitless
unknownWalk the relationship graph from any entry to find all connected context.alternatives
add_relationship
JDS300/Limitless
unknownCreate a typed, temporal relationship between two entries.alternatives
expire_relationship
JDS300/Limitless
unknownMark a relationship as no longer current (historical queries still find it).alternatives
get_resource
JDS300/Limitless
unknownLook up a resource entry by name or tag.alternatives
update_entry
JDS300/Limitless
unknownUpdate entry fields including content, tags, namespace, pinned, confirmed_at, and supersedes.alternatives
delete_entry
JDS300/Limitless
unknownPermanently remove an entry and its relationships.alternatives
hermoso_capabilities
hermoso-ai/Hermoso
unknownGet Hermoso capabilities, model IDs, and credit costs.alternatives
get_skill
hermoso-ai/Hermoso
unknownGet a skill definition.alternatives
list_skills
hermoso-ai/Hermoso
unknownList available skills.alternatives
get_brand
hermoso-ai/Hermoso
unknownGet current brand profile.alternatives
list_brands
hermoso-ai/Hermoso
unknownList available brand profiles.alternatives
use_brand
hermoso-ai/Hermoso
unknownSwitch to a different brand profile.alternatives
draft_brand
hermoso-ai/Hermoso
unknownDraft a new brand profile.alternatives
ny_dmv_offices
pipeworx-io/ny-dmv
unknown175 NYS DMV offices with address, public phone, weekday hours and coordinates.alternatives
ca_dmv_forms
pipeworx-io/ca-dmv
unknownOfficial DMV forms by topic, with REG/DL form numbers and download pagesalternatives
list_machine_manuals
io.github.LGDiMaggio/predictive-maintenance-mcp
unknownBrowse available documentationalternatives
read_manual_excerpt
io.github.LGDiMaggio/predictive-maintenance-mcp
unknownExtract specs from PDFsalternatives
search_bearing_catalog
io.github.LGDiMaggio/predictive-maintenance-mcp
unknownLook up verified,alternatives
get_report_info
io.github.LGDiMaggio/predictive-maintenance-mcp
unknownReport managementalternatives
delete_entity
zhadyz/Mnemosyne MCP
unknownDelete an entity by IDalternatives
create_entities
zhadyz/Mnemosyne MCP
unknownCreate entities in the knowledge graphalternatives
search_nodes
zhadyz/Mnemosyne MCP
unknownSearch nodes by semantic similarityalternatives
get_entity
zhadyz/Mnemosyne MCP
unknownGet entity details by IDalternatives
create_relations
zhadyz/Mnemosyne MCP
unknownCreate relations between entitiesalternatives
search_relations
zhadyz/Mnemosyne MCP
unknownSearch relations by semantic similarityalternatives
get_relation
zhadyz/Mnemosyne MCP
unknownGet relation details by IDalternatives
delete_relation
zhadyz/Mnemosyne MCP
unknownDelete a relation by IDalternatives
credence_verify
io.github.Lakshmi-Chakradhar-Vijayarao/credence
unknownMark a constraint as verified by providing its ID or value.alternatives
credence_clear
io.github.Lakshmi-Chakradhar-Vijayarao/credence
unknownRemove a specific constraint by ID.alternatives
save_knowledge
cao-jacky/knowledge-mcp
unknownWrite an entry to <category>/<slug>.md. Modes: create (default, fails on collision), overwrite, append (adds a dated section).alternatives
list_knowledge
cao-jacky/knowledge-mcp
unknownList all entries grouped by category.alternatives
search_knowledge
cao-jacky/knowledge-mcp
unknownCase-insensitive text search with line snippets — use before saving to avoid duplicates.alternatives
read_knowledge
cao-jacky/knowledge-mcp
unknownRead one entry by relative path, e.g. projects/my-project.md.alternatives
reindex_knowledge
cao-jacky/knowledge-mcp
unknownRegenerate index.md manually.alternatives
bazi_paipan
Djang0000/destiny-mcp
unknown八字排盘:输入公历生日,输出四柱(年月日时)+ 日主 + 纳音 + 生肖alternatives
rag
mseep-teradata-mcp-server
unknownSemantic search, retrieval-augmented generation, vector storage.alternatives
get_mcp_config
jhonigberg-cubi/Cubi MCP Playground
unknownGet the MCP configuration snippet for connecting an MCP client to this server.alternatives
get_operation_schema
io.github.gistrec/mcp-yandex-kit
unknownReturns HTTP method, path, parameters, content type, and detailed request/response schemas for an operation.alternatives
agent_info
jhqian/agentwisper
unknownGet detailed information about a specific agentalternatives
recommend_stack
STELIORD/AAS Core MCP Server
unknownRecommend a skill stack based on project profile and policyalternatives
get_skill
STELIORD/AAS Core MCP Server
unknownRetrieve full details of a specific skill by IDalternatives
get_skill
auto-skill-mcp
unknownLoad full SKILL.md body for a specific skillalternatives
list_skills
auto-skill-mcp
unknownBrowse all skills, optionally filtered by categoryalternatives
search_skills
auto-skill-mcp
unknownSearch skills by keyword or topicalternatives
list_domains
vuongdat67/MCP SSDLC Security Toolkit
unknownList all available domain pluginsalternatives
load_domain
vuongdat67/MCP SSDLC Security Toolkit
unknownLoad a specific domainalternatives
ba_analyze_requirements
vuongdat67/MCP SSDLC Security Toolkit
unknownGenerate user stories and security requirementsalternatives
techlead_design
vuongdat67/MCP SSDLC Security Toolkit
unknownGenerate technical design and pseudocodealternatives
ba_analyze_requirements_security
vuongdat67/MCP SSDLC Security Toolkit
unknownBusiness Analyst: Analyze requirements for security, producing user stories, abuse cases, NFRs, and data classification.alternatives
techlead_design_architecture
vuongdat67/MCP SSDLC Security Toolkit
unknownTech Lead: Design system architecture including components, trust boundaries, data flows, and Mermaid diagrams.alternatives
list_components
TokyoZK/WindUI MCP
unknownReturns a list of all currently known WindUI components.alternatives
list_themes
TokyoZK/WindUI MCP
unknownLists all available predefined themes.alternatives
get_theme
TokyoZK/WindUI MCP
unknownGet the specific Hex/RGB properties of a theme.alternatives
validate_icon
TokyoZK/WindUI MCP
unknownChecks if a given icon provider/name exists in the manifest, returning closest spelling suggestions if invalid.alternatives
list_examples
TokyoZK/WindUI MCP
unknownLists all known codebase snippets/examples provided by WindUI.alternatives
get_example
TokyoZK/WindUI MCP
unknownRetrieves the raw Luau source code snippet for a specific example.alternatives
get_component
TokyoZK/WindUI MCP
unknownRetrieves the comprehensive JSON definition of a component.alternatives
get_hook_mechanics
closermethod/Content Hooks MCP
unknownReturns 10 hook styles as fill-in structures with why each works and failure mode.alternatives
get_script_structure
closermethod/Content Hooks MCP
unknownReturns beat-by-beat timing for talking_head, voiceover_broll, tutorial, storytime, ugc_ad.alternatives
audit_script
closermethod/Content Hooks MCP
unknownReturns full script audit: hook, spoken length, single-CTA law, zero-numbers check.alternatives
get_retention_mechanics
closermethod/Content Hooks MCP
unknownReturns open loops, payoff scheduling, pattern breaks, specificity ladders, loop endings.alternatives
get_full_pack
closermethod/Content Hooks MCP
unknownReturns everything in one payload for agent context.alternatives
get_room_info
WarrenSchultz/chatroom-mcp
unknownRead a room's standing context for newcomers.alternatives
set_room_info
WarrenSchultz/chatroom-mcp
unknownSet a room's standing context for newcomers.alternatives
set_retention
WarrenSchultz/chatroom-mcp
unknownPrune old chat/events/files. Admin only.alternatives
delete_room
WarrenSchultz/chatroom-mcp
unknownDelete a room. Admin only.alternatives
vbot_mind
sandraschi/vbot-mind-mcp
unknownFull V-Bot lifecycle: create, perceive, think, act, remember, chat, configure, deletealternatives
vbot_agentic_workflow
sandraschi/vbot-mind-mcp
unknownMulti-step autonomous goal pursuit with samplingalternatives
lexomni_buildIndex
PagansDev/Lexomni MCP
unknownIndexes documents into SQLite FTS5 for fast search.alternatives
relion_help
kdursunnizam-art/RELION MCP Server
unknownParse --help output from any RELION binaryalternatives
get_festival_details
AngusHsu/lunar-mcp-server
unknownFestival informationalternatives
get_annual_festivals
AngusHsu/lunar-mcp-server
unknownAnnual calendaralternatives
get_moon_phase
AngusHsu/lunar-mcp-server
unknownMoon phase infoalternatives
get_moon_calendar
AngusHsu/lunar-mcp-server
unknownMonthly calendaralternatives
get_moon_influence
AngusHsu/lunar-mcp-server
unknownActivity influencealternatives
get_lunar_festivals
AngusHsu/lunar-mcp-server
unknownFestivals on datealternatives
get_next_festival
AngusHsu/lunar-mcp-server
unknownNext upcoming festivalalternatives
calculate_bazi
AngusHsu/lunar-mcp-server
unknownCalculate Four Pillars of Destinyalternatives
mind_identity
codependentai/Mind Cloud Lite
unknownRead/write identity graphalternatives
mind_context
codependentai/Mind Cloud Lite
unknownSituational awareness layeralternatives
mind_feel_toward
codependentai/Mind Cloud Lite
unknownTrack relational statealternatives
mind_orient
codependentai/Mind Cloud Lite
unknownWake sequence — identity, context, relational statealternatives
mind_ground
codependentai/Mind Cloud Lite
unknownWake sequence — threads, recent journalsalternatives
mind_write
codependentai/Mind Cloud Lite
unknownWrite entities, observations, relations, journalsalternatives
mind_thread
codependentai/Mind Cloud Lite
unknownManage intentions across sessionsalternatives
mind_read_entity
codependentai/Mind Cloud Lite
unknownRead entity with observations and relationsalternatives
kb_search
galthran-wq/Memex
unknownFulltext search across entriesalternatives
kb_list
galthran-wq/Memex
unknownList entries with optional filtersalternatives
kb_add
galthran-wq/Memex
unknownLaunch cloud agent to add knowledge via PRalternatives
kb_read
galthran-wq/Memex
unknownRead entry with edges and backlinksalternatives
list_rules
yagaMI-Reverse/schema-guard-mcp
unknownThe checks it runs, with rationale.alternatives
delete_topic
@lifeng688/xmind-mcp
unknownDelete a topic and its entire subtree. Root is protected.alternatives
search_topics
@lifeng688/xmind-mcp
unknownSearch topics by title, note, labels, href, link target, stylePreset, and markers.alternatives
add_topic
@lifeng688/xmind-mcp
unknownAdd a child topic under an existing node. Supports link, href, stylePreset, style, markers, labels, note.alternatives
update_topic
@lifeng688/xmind-mcp
unknownUpdate any property of an existing topic. Supports title, note, labels, markers, href, link, stylePreset, style. Pass null to remove a fieldalternatives
f1_faq_search_tool
patanjali-22/mcpRAG
unknownSearch F1 FAQ collection for relevant contextalternatives
get_profile
iDavi/usp-mcp
unknownPerfil do estudantealternatives
list_semesters
iDavi/usp-mcp
unknownSemestres do estudantealternatives
get_schedule
iDavi/usp-mcp
unknownGrade horária semanal de um semestrealternatives
list_enrollments
iDavi/usp-mcp
unknownMatrículas (turmas), com horários e professoralternatives
moodle_activity
iDavi/usp-mcp
unknownAbre uma atividade pelo URL (conteúdo, links, metadados de arquivo)alternatives
moodle_courses
iDavi/usp-mcp
unknownDisciplinas no e-Disciplinasalternatives
moodle_course
iDavi/usp-mcp
unknownConteúdo de uma disciplina (atividades, materiais)alternatives
list_agents
sharifli4/agent-network
unknownList all agents from the agents.config.json file.alternatives
recall
docaohieu2808/Engram-Mem
unknownSearch memories using semantic similarity and graph contextalternatives
dump
docaohieu2808/Engram-Mem
unknownBrowse all stored data including episodic and semantic memoryalternatives
think
docaohieu2808/Engram-Mem
unknownReason across all memory using LLM synthesisalternatives
remember
docaohieu2808/Engram-Mem
unknownStore a memory with entity extraction and temporal resolutionalternatives
get_prana_dasha
kundali-chart-mcp
unknown5th level dashaalternatives
get_yogini_dasha
kundali-chart-mcp
unknown8-yogini, 36-year cyclealternatives
get_kalachakra_dasha
kundali-chart-mcp
unknown112-year sign-based dashaalternatives
generate_kundali
kundali-chart-mcp
unknownFull Vedic birth chart (9 planets, 12 houses, nakshatras)alternatives
list_available_chart_types
kundali-chart-mcp
unknownD1–D60 vargasalternatives
get_ashtottari_dasha
kundali-chart-mcp
unknown108-year, 8-planet cyclealternatives
get_arishta
kundali-chart-mcp
unknownLongevity assessment yogasalternatives
get_kartari
kundali-chart-mcp
unknownKartari Yoga (hemmed between benefics/malefics)alternatives
get_gandanta
kundali-chart-mcp
unknownGandanta zone analysisalternatives
get_char_dasha
kundali-chart-mcp
unknownJaimini Chara Dashaalternatives
get_pratyantar_dasha
kundali-chart-mcp
unknown3-level dasha (MD → AD → PD)alternatives
get_sookshma_dasha
kundali-chart-mcp
unknown4th level dashaalternatives
get_narayana_dasha
kundali-chart-mcp
unknownJaimini Narayana Dashaalternatives
get_compatibility
kundali-chart-mcp
unknownAshtakoot Milan (36-point marriage compatibility)alternatives
get_special_conditions
kundali-chart-mcp
unknownVargottama, Pushkara Navamsha, Dig Bala, Jaimini Karakasalternatives
get_nabhasha_yogas
kundali-chart-mcp
unknownAshrayas, Dala, Akriti yogasalternatives
get_inauspicious_times
kundali-chart-mcp
unknownRahu Kala, Yamaganda, Gulika, Choghadiya, Abhijit Muhurta, Brahma Muhurtaalternatives
check_time_auspiciousness
kundali-chart-mcp
unknownIs a specific time auspicious or inauspicious?alternatives
get_gochara
kundali-chart-mcp
unknownVedic transit analysisalternatives
get_varshaphal
kundali-chart-mcp
unknownSolar Return chartalternatives
get_tajaka
kundali-chart-mcp
unknownTajaka annual analysisalternatives
get_lunar_return
kundali-chart-mcp
unknownChandraphal (Lunar Return)alternatives
get_bhava_chalit
kundali-chart-mcp
unknownActual house positionsalternatives
list_ayanamsa_modes
kundali-chart-mcp
unknown30+ sidereal modesalternatives
list_house_systems
kundali-chart-mcp
unknownPlacidus, Koch, Equal, Whole Sign, etc.alternatives
get_transit_positions
kundali-chart-mcp
unknownCurrent planetary transitsalternatives
get_jaimini
kundali-chart-mcp
unknownFull Jaimini analysis: Chara Karakas, aspects, Karakamshaalternatives
get_shadbala
kundali-chart-mcp
unknownSix-fold planetary strengthalternatives
get_ashtavarga
kundali-chart-mcp
unknownBenefic point scoresalternatives
get_avasthas
kundali-chart-mcp
unknown9 planetary states + Baladi Avasthasalternatives
get_travel_direction_score
kundali-chart-mcp
unknownDirection auspiciousness score (0-100)alternatives
get_full_kurmachakra_chart
kundali-chart-mcp
unknownAll 9 directions referencealternatives
get_arudha_lagna
kundali-chart-mcp
unknownArudha Lagna (AL) + all 12 Arudha Padas — how the world perceives youalternatives
get_upapada
kundali-chart-mcp
unknownUpapada Lagna — marriage nature and spouse characteristicsalternatives
get_remedial_measures
kundali-chart-mcp
unknownPersonalized gemstones, mantras, charity, fasting, lifestyle remediesalternatives
get_medical_astrology
kundali-chart-mcp
unknownHealth predictions, Ayurvedic Dosha balance, vulnerable body partsalternatives
get_planetary_aspects
kundali-chart-mcp
unknownAll planetary aspectsalternatives
get_significators
kundali-chart-mcp
unknownKP planet-wise and house-wise significatorsalternatives
get_yogas
kundali-chart-mcp
unknownRaj Yoga, Gaja Kesari, Dhana Yoga, and 50+ morealternatives
get_doshas
kundali-chart-mcp
unknownMangal Dosha, Kaal Sarp Dosha, Sade Sati, Graha Yuddha, Combustionalternatives
get_panchanga
kundali-chart-mcp
unknownTithi, Vara, Nakshatra, Yoga, Karanaalternatives
get_muhurta
kundali-chart-mcp
unknownAuspicious timing score for any datetimealternatives
get_best_muhurta
kundali-chart-mcp
unknownTop 5 auspicious windows in a date rangealternatives
get_hora
kundali-chart-mcp
unknownPlanetary Houralternatives
get_upagrahas
kundali-chart-mcp
unknownShadow sub-planets: Gulika, Mandi, Dhumaalternatives
get_nakshatra_analysis
kundali-chart-mcp
unknownDeep nakshatra information per planetalternatives
get_sudarshana_chakra
kundali-chart-mcp
unknownTriple-layer chart analysisalternatives
get_prasna
kundali-chart-mcp
unknownHorary/Question chartalternatives
ask_stage_structured
ravigarg27/CX Assistant MCP
unknownAsk a pre-built question (from 116 types) to CX Assistant stage environment.alternatives
ask_stage_open
ravigarg27/CX Assistant MCP
unknownAsk a free-form question to CX Assistant stage environment.alternatives
ask_production_structured
ravigarg27/CX Assistant MCP
unknownAsk a pre-built question (from 116 types) to CX Assistant production environment.alternatives
ask_production_open
ravigarg27/CX Assistant MCP
unknownAsk a free-form question to CX Assistant production environment.alternatives
granite_new
granite-mem
unknownCreate a new note with optional type, source, and content.alternatives
granite_read
granite-mem
unknownRead a note by its slug or path.alternatives
granite_graph
granite-mem
unknownGet the backlink graph for a note or the whole vault.alternatives
enhance
diffbot/diffbot-mcp
unknownWeb lookup tool for organizations and people, returns structured data from Diffbot Knowledge Graph.alternatives
ask_notebook
rubayatkhan/mcp-research-pipeline
unknownAsk a question against notebook sources (RAG)alternatives
add_source
rubayatkhan/mcp-research-pipeline
unknownAdd a URL, YouTube video, or text to a notebookalternatives
list_sources
rubayatkhan/mcp-research-pipeline
unknownList sources in a notebookalternatives
get_session_details
prima-memory-mcp
unknownGet the full conversation from a specific session. Use the session ID from search_history or get_recent_sessions.alternatives
admin_reload_prompts
helxplatform/CloudNativePG MCP Server
unknownReload prompts from the prompt registry.alternatives
admin_get_prompt_manifest
helxplatform/CloudNativePG MCP Server
unknownGet the prompt manifest.alternatives
list_sources
kislevlevy/docs-mcp
unknownList available documentation sources with file/chunk counts and last indexed time.alternatives
altair_read_repository_entry
alan4041207/mcp-altair-studio
unknownLee una entrada del repositorio de Altair AI Studio (requiere el bridge HTTP).alternatives
get_cluster_best_practices
awslabs.aws-msk-mcp-server
unknownGets best practices and recommendations for MSK clustersalternatives
project_onboard
workflows-mcp
unknownCurrent memory onboarding flow with checkpoints.alternatives
project_sync
workflows-mcp
unknownCurrent memory checkpoint resume/continuation.alternatives
memory
workflows-mcp
unknownUnified memory query, ingest, maintenance, and graph operations.alternatives
list_notes
qingleiw/secondbrain-mcp
unknownList every note in the knowledge base with its title and size.alternatives
read_note
qingleiw/secondbrain-mcp
unknownRead one note in full. `name` is the filename without the .md extension.alternatives
append_note
qingleiw/secondbrain-mcp
unknownAppend text to a note (creates it if missing). Writes are intentionally append-only.alternatives
search_knowledge
laneinrain/kb-mcp-server
unknownSemantic search over knowledge base chunks.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.