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101 of 92,923 servers match, ranked by overall score.
| # | Server | Tools | Spec posture | Score | Grade |
|---|---|---|---|---|---|
| 1 | vault-mcp robbiemu/vault-mcp get_documentget_enclosing_sectionslist_files+3 | 6 | 2026-07-28+ | 78/100 | B |
| 2 | pyghidra-mcp clearbluejar/pyghidra-mcp decompile_functiondelete_project_binarydisassemble+22 |
| 25 |
| <=2025-11-25 |
| 74/100 |
| B |
| 3 | Skill_Seekers yusufkaraaslan/Skill_Seekers generate_configlist_configsvalidate_config | 3 | 2026-07-28+ | 71/100 | B |
| 4 | code-grapher mufasadb/code-grapher create_code_graphget_related_entitiesquery_code_graph+1 | 4 | <=2025-11-25 | 68/100 | C |
| 5 | 1c-templates-mcp Desko77/1c-templates-mcp add_templatedelete_templateget_template+3 | 6 | <=2025-11-25 | 65/100 | C |
| 6 | contextfs contextfs/contextfs contextfs_get_type_schemacontextfs_listcontextfs_list_projects+11 | 14 | 2026-07-28+ | 65/100 | C |
| 7 | ai-agent-orchestrator MentalVibez/ai-agent-orchestrator cancel_runcode_searchdirectory_list+8 | 11 | 2026-07-28+ | 64/100 | C |
| 8 | longhand Wynelson94/longhand get_sessiongit_timelinelatest_events+7 | 10 | 2025-06-18+ | 64/100 | C |
| 9 | IDA-Script-Helper Taardisaa/IDA-Script-Helper clear_indexget_api_docget_index_info+5 | 8 | <=2025-11-25 | 63/100 | C |
| 10 | LynxMCP lorenzo-cambiaghi/LynxMCP deep_searchdescribe_symbolexport_graph+14 | 17 | 2026-07-28+ | 63/100 | C |
| 11 | cod-doc Orange-hanter/cod-doc activity_listadr_add_diagramadr_create+11 | 14 | 2026-07-28+ | 63/100 | C |
| 12 | context-portal GreatScottyMac/context-portal detect_workspaceget_active_contextget_decisions+14 | 17 | <=2025-11-25 | 63/100 | C |
| 13 | holoviz-mcp marcskovmadsen/holoviz-mcp gethvplot_gethvplot_list+12 | 15 | <=2025-11-25 | 63/100 | C |
| 14 | librarian-mcp a-pogany/librarian-mcp get_documentget_index_statussearch_documentation+1 | 4 | 2026-07-28+ | 62/100 | C |
| 15 | RAGLight Bessouat40/RAGLight class_retrievercollectionsgenerate+7 | 10 | <=2025-11-25 | 61/100 | C |
| 16 | VectorCode Davidyz/VectorCode list_collectionsls_filesquery_tool+2 | 5 | <=2025-11-25 | 61/100 | C |
| 17 | vast-rag ssotoa70/vast-rag get_documentlist_collectionssearch_docs | 3 | <=2025-11-25 | 61/100 | C |
| 18 | zotero-code-execution kerim/zotero-code-execution comprehensive_searchfilter_by_criteriafind_items_by_authors+5 | 8 | 2026-07-28+ | 61/100 | C |
| 19 | pipecat-code-mcp-server vr000m/pipecat-code-mcp-server check_deprecationget_code_snippetget_doc+5 | 8 | 2026-07-28+ | 60/100 | C |
| 20 | pipecat-context-hub pipecat-ai/pipecat-context-hub check_deprecationget_code_snippetget_doc+5 | 8 | 2026-07-28+ | 60/100 | C |
| 21 | vtk-mcp Kitware/vtk-mcp get_vtk_class_info_cppget_vtk_class_info_pythonis_dsl_prompt+27 | 30 | <=2025-11-25 | 60/100 | C |
| 22 | mcp-codebase-analyser YevhenHryhorenko/mcp-codebase-analyser analyze_repositoryfind_best_sectionget_code_context+2 | 5 | <=2025-11-25 | 59/100 | D |
| 23 | zenn-hackathon-search yh00722/zenn-hackathon-search analyze_tech_stacksget_award_commentsget_leaderboard+11 | 14 | 2026-07-28+ | 59/100 | D |
| 24 | claude-context-local tazhate/claude-context-local get_file_chunkget_symbol_graphindex_project+2 | 5 | <=2025-11-25 | 58/100 | D |
| 25 | roampal-core roampal-ai/roampal-core add_to_memory_bankdelete_memoryrecord_response+3 | 6 | <=2025-11-25 | 58/100 | D |
| 26 | Smart_Code_Assistant WeiGuang-2099/Smart_Code_Assistant analyze_code_structureanalyze_impactbuild_code_graph+14 | 17 | <=2025-11-25 | 57/100 | D |
| 27 | claude-total-memory vbcherepanov/claude-total-memory memory_consolidatememory_deletememory_export+17 | 20 | 2026-07-28+ | 57/100 | D |
| 28 | devdocs-rag-mcp ahardy42/devdocs-rag-mcp collection_statsget_doc_contextingest_docs+2 | 5 | <=2025-11-25 | 57/100 | D |
| 29 | etabs-mcp-server-local-embeddings PriyankGodhat/etabs-mcp-server-local-embeddings search_etabs_docs | 1 | <=2025-11-25 | 57/100 | D |
| 30 | promptbook-mcp isaacpalomero/promptbook-mcp create_promptfind_similar_promptsget_library_stats+6 | 9 | <=2025-11-25 | 57/100 | D |
| 31 | llmc vmlinuzx/llmc edit_blockget_metricsinspect_code+18 | 21 | <=2025-11-25 | 56/100 | D |
| 32 | scaffold Beer-Bears/scaffold get_all_classes_nodes_namesget_all_functions_nodes_namesget_code_entity_information | 3 | 2026-07-28+ | 56/100 | D |
| 33 | DAUT 2dogsandanerd/DAUT list_documentation_filesquery_ragread_documentation_file | 3 | 2026-07-28+ | 55/100 | D |
| 34 | Misaka-Cipher Aethvion/Misaka-Cipher add_effectbridgefetch_url+23 | 26 | 2026-07-28+ | 55/100 | D |
| 35 | PyRag nateislas/PyRag diagnosesearch_docs | 2 | <=2025-11-25 | 55/100 | D |
| 36 | langchain-MCP baixianger/langchain-MCP langgraph_get_checkpointlanggraph_get_runlanggraph_get_thread+6 | 9 | 2026-07-28+ | 55/100 | D |
| 37 | mcp-skillset bobmatnyc/mcp-skillset findskillskill_get+2 | 5 | 2026-07-28+ | 55/100 | D |
| 38 | total-agent-memory vbcherepanov/total-agent-memory memory_consolidatememory_deletememory_export+17 | 20 | 2026-07-28+ | 55/100 | D |
| 39 | sourcerer-mcp st3v3nmw/sourcerer-mcp find_similar_chunksget_chunk_codeget_index_status+2 | 5 | 2026-07-28+ | 54/100 | D |
| 40 | ast-mcp-server angrysky56/ast-mcp-server analyze_code_structureanalyze_source_fileask_uss_agent+12 | 15 | 2026-07-28+ | 53/100 | D |
| 41 | calq-mcp Calq-dev/calq-mcp component_deletecomponent_getcomponent_list+15 | 18 | <=2025-11-25 | 53/100 | D |
| 42 | zerikai_memory KikeVen/zerikai_memory brief_workspacedrop_workspace_memoryget_workspace_brief+4 | 7 | <=2025-11-25 | 53/100 | D |
| 43 | fs-mcp-server boleyn/fs-mcp-server get_index_statusget_scheduler_statusget_similar_files+7 | 10 | <=2025-11-25 | 52/100 | D |
| 44 | mcp-fabric-ux-system Falkicon/mcp-fabric-ux-system askFabricDocs | 1 | <=2025-11-25 | 52/100 | D |
| 45 | SpectraScout avdhootpatankar/SpectraScout clear_all_opportunitiesclear_chat_historycomplete_task+17 | 20 | <=2025-11-25 | 51/100 | D |
| 46 | ai-research-agent-mcp prabureddy/ai-research-agent-mcp create_evaluationcreate_research_runexecute_code+10 | 13 | <=2025-11-25 | 51/100 | D |
| 47 | myBrAIn lilium360/myBrAIn audit_codebasecritique_codeinitialize_workbase+2 | 5 | 2026-07-28+ | 51/100 | D |
| 48 | CodeGrok_mcp dondetir/CodeGrok_mcp get_sourcesget_statslearn+1 | 4 | 2026-07-28+ | 50/100 | D |
| 49 | MCP_Server tech75rus/MCP_Server clear_collectionget_available_modelsget_collection_info+7 | 10 | <=2025-11-25 | 50/100 | D |
| 50 | micro-app-mcp didengren/micro-app-mcp get_knowledge_base_statusmicro_app_commandsearch_micro_app_knowledge+1 | 4 | <=2025-11-25 | 50/100 | D |