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408 of 92,923 servers match, ranked by overall score.
| # | Server | Tools | Spec posture | Score | Grade |
|---|---|---|---|---|---|
| 1 | copilot-memory-mcp LabForgeDev/copilot-memory-mcp create_memorydelete_memorylist_memories+2 | 5 | <=2025-11-25 | 83/100 | A |
| 2 | vault-mcp robbiemu/vault-mcp get_documentget_enclosing_sectionslist_files+3 | 6 | 2026-07-28+ |
| 78/100 |
| B |
| 3 | orionbelt-analytics ralfbecher/orionbelt-analytics add_rdf_knowledgeapply_semantic_namescleanup_workspace+23 | 26 | <=2025-11-25 | 77/100 | B |
| 4 | pyghidra-mcp clearbluejar/pyghidra-mcp decompile_functiondelete_project_binarydisassemble+22 | 25 | <=2025-11-25 | 74/100 | B |
| 5 | definable.ai definableai/definable.ai browser_clear_inputbrowser_clickbrowser_click_by_text+25 | 28 | 2026-07-28+ | 73/100 | B |
| 6 | Skill_Seekers yusufkaraaslan/Skill_Seekers generate_configlist_configsvalidate_config | 3 | 2026-07-28+ | 71/100 | B |
| 7 | chromadb-remote-mcp meloncafe/chromadb-remote-mcp chroma_add_documentschroma_admin_create_databasechroma_admin_create_tenant+16 | 19 | 2026-07-28+ | 71/100 | B |
| 8 | crawl4ai-mcp MrBlackSheep91/crawl4ai-mcp crawl_and_indexexport_allget_stats+3 | 6 | 2026-07-28+ | 71/100 | B |
| 9 | ToxPipeMCP NIEHS/ToxPipeMCP casrn_to_namectd_chemical_to_diseases_directctd_chemical_to_genes+6 | 9 | 2026-07-28+ | 70/100 | B |
| 10 | annal heyhayes/annal delete_memoryexpand_memoriesget_project_stats+6 | 9 | <=2025-11-25 | 70/100 | B |
| 11 | ares dirmacs/ares ares_deploy_agentares_get_statusares_get_usage+2 | 5 | 2026-07-28+ | 68/100 | C |
| 12 | bvbrc-mcp-server cucinellclark/bvbrc-mcp-server agent_chatcreate_feature_groupcreate_genome_group+5 | 8 | <=2025-11-25 | 68/100 | C |
| 13 | code-grapher mufasadb/code-grapher create_code_graphget_related_entitiesquery_code_graph+1 | 4 | <=2025-11-25 | 68/100 | C |
| 14 | loci IvenKooLab/loci brain_askbrain_forgetbrain_graph+5 | 8 | 2026-07-28+ | 67/100 | C |
| 15 | AnticLaw Goga74/AnticLaw aw_chunk_contextaw_forgetaw_get_context+9 | 12 | 2026-07-28+ | 66/100 | C |
| 16 | PgoAgent Soul-XuYang/PgoAgent append_filebuild_uuidcalculator+18 | 21 | <=2025-11-25 | 66/100 | C |
| 17 | a-mem-mcp DiaaAj/a-mem-mcp add_memory_notecheck_task_statusdelete_memory_note+5 | 8 | <=2025-11-25 | 66/100 | C |
| 18 | advanced-writer angrysky56/advanced-writer apply_storyscope_revisionsbatch_revise_pathologiesbrainstorm_ideas+15 | 18 | 2026-07-28+ | 66/100 | C |
| 19 | docs-to-ai dorianmeric/docs-to-ai get_collection_statsget_time_of_last_folder_scanlist_documents+5 | 8 | 2026-07-28+ | 66/100 | C |
| 20 | knowledge-rag lyonzin/knowledge-rag add_documentadd_from_urlclear_cache+10 | 13 | 2026-07-28+ | 66/100 | C |
| 21 | 1c-templates-mcp Desko77/1c-templates-mcp add_templatedelete_templateget_template+3 | 6 | <=2025-11-25 | 65/100 | C |
| 22 | NagaAgent RTGS2017/NagaAgent ask_guideask_guide_with_screenshotbrowser+16 | 19 | <=2025-11-25 | 65/100 | C |
| 23 | contextfs contextfs/contextfs contextfs_get_type_schemacontextfs_listcontextfs_list_projects+11 | 14 | 2026-07-28+ | 65/100 | C |
| 24 | fidelis hermes-labs-ai/fidelis fidelis_askfidelis_healthfidelis_recall+1 | 4 | <=2025-11-25 | 65/100 | C |
| 25 | zotero-chunk-mcp ccam80/zotero-chunk-mcp get_documentget_index_statssearch+1 | 4 | <=2025-11-25 | 65/100 | C |
| 26 | SEC-RAG-MCP ninadpshah/SEC-RAG-MCP compare_filings_yoyextract_financial_metricsget_risk_sentiment+4 | 7 | <=2025-11-25 | 64/100 | C |
| 27 | ai-agent-orchestrator MentalVibez/ai-agent-orchestrator cancel_runcode_searchdirectory_list+8 | 11 | 2026-07-28+ | 64/100 | C |
| 28 | gen-ai-starter jbsoftware-io/gen-ai-starter getAbilitygetMovegetPokemon+2 | 5 | <=2025-11-25 | 64/100 | C |
| 29 | longhand Wynelson94/longhand get_sessiongit_timelinelatest_events+7 | 10 | 2025-06-18+ | 64/100 | C |
| 30 | manim-mcp paulnegz/manim-mcp delete_renderedit_animationgenerate_animation+2 | 5 | 2026-07-28+ | 64/100 | C |
| 31 | mcp-synaptic jvanmelckebeke/mcp-synaptic memory_addmemory_deletememory_get+9 | 12 | <=2025-11-25 | 64/100 | C |
| 32 | mnemo no-ai-labs/mnemo forgetrecallremember+3 | 6 | <=2025-11-25 | 64/100 | C |
| 33 | IDA-Script-Helper Taardisaa/IDA-Script-Helper clear_indexget_api_docget_index_info+5 | 8 | <=2025-11-25 | 63/100 | C |
| 34 | LynxMCP lorenzo-cambiaghi/LynxMCP deep_searchdescribe_symbolexport_graph+14 | 17 | 2026-07-28+ | 63/100 | C |
| 35 | SammelsuriumMCP winklermw-mz/SammelsuriumMCP ask_genai_knowledge_baseget_available_calendarsget_calendar_entries+6 | 9 | <=2025-11-25 | 63/100 | C |
| 36 | cod-doc Orange-hanter/cod-doc activity_listadr_add_diagramadr_create+11 | 14 | 2026-07-28+ | 63/100 | C |
| 37 | context-portal GreatScottyMac/context-portal detect_workspaceget_active_contextget_decisions+14 | 17 | <=2025-11-25 | 63/100 | C |
| 38 | ego-mcp stereographica/ego-mcp attuneconfigure_desiresconsider_them+13 | 16 | 2026-07-28+ | 63/100 | C |
| 39 | holoviz-mcp marcskovmadsen/holoviz-mcp gethvplot_gethvplot_list+12 | 15 | <=2025-11-25 | 63/100 | C |
| 40 | mcp-manual-walker junkreef/mcp-manual-walker get_figureget_manual_metadataget_markdown_content+2 | 5 | <=2025-11-25 | 63/100 | C |
| 41 | AgentChat Shy2593666979/AgentChat create_mcp_servercreate_tooldelete_mcp_server+12 | 15 | 2025-06-18+ | 62/100 | C |
| 42 | agentic-memories ankitaa186/agentic-memories delete_memoryretrievestore_memory_direct | 3 | 2025-06-18+ | 62/100 | C |
| 43 | keep keepnotes-ai/keep get_contextrecallremember+1 | 4 | 2026-07-28+ | 62/100 | C |
| 44 | librarian-mcp a-pogany/librarian-mcp get_documentget_index_statussearch_documentation+1 | 4 | 2026-07-28+ | 62/100 | C |
| 45 | llm-harness-starter nhatvu148/llm-harness-starter calculate | 1 | 2026-07-28+ | 62/100 | C |
| 46 | mangaba_ai Mangaba-ai/mangaba_ai calculatorcode_interpreterdirectory_list+10 | 13 | 2026-07-28+ | 62/100 | C |
| 47 | mcp-server-vector-db kogunlowo123/mcp-server-vector-db create_collectiondelete_vectorsget_collection_stats+3 | 6 | 2026-07-28+ | 62/100 | C |
| 48 | rag-knowledge-mcp evokateur/rag-knowledge-mcp rag_get_documentrag_get_statsrag_list_documents+1 | 4 | <=2025-11-25 | 62/100 | C |
| 49 | Cogni-Docs bsreeram08/Cogni-Docs agentic_searchget_documentation_setlist_documentation_sets+1 | 4 | <=2025-11-25 | 61/100 | C |
| 50 | Lumina NguyenVietMy/Lumina get_collection_infoget_document_summaryget_rag_config+7 | 10 | <=2025-11-25 | 61/100 | C |