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46 of 92,923 servers match, ranked by overall score.
| # | Server | Tools | Spec posture | Score | Grade |
|---|---|---|---|---|---|
| 1 | mcp-codebase-analyser YevhenHryhorenko/mcp-codebase-analyser analyze_repositoryfind_best_sectionget_code_context+2 | 5 | <=2025-11-25 | 59/100 | D |
| 2 |
| misata rasinmuhammed/misata audit_datasetgenerate_datasetgenerate_from_schema+6 |
| 9 |
| 2026-07-28+ |
| 59/100 |
| D |
| 3 | zenn-hackathon-search yh00722/zenn-hackathon-search analyze_tech_stacksget_award_commentsget_leaderboard+11 | 14 | 2026-07-28+ | 59/100 | D |
| 4 | claude-context-local tazhate/claude-context-local get_file_chunkget_symbol_graphindex_project+2 | 5 | <=2025-11-25 | 58/100 | D |
| 5 | roampal-core roampal-ai/roampal-core add_to_memory_bankdelete_memoryrecord_response+3 | 6 | <=2025-11-25 | 58/100 | D |
| 6 | Smart_Code_Assistant WeiGuang-2099/Smart_Code_Assistant analyze_code_structureanalyze_impactbuild_code_graph+14 | 17 | <=2025-11-25 | 57/100 | D |
| 7 | claude-total-memory vbcherepanov/claude-total-memory memory_consolidatememory_deletememory_export+17 | 20 | 2026-07-28+ | 57/100 | D |
| 8 | devdocs-rag-mcp ahardy42/devdocs-rag-mcp collection_statsget_doc_contextingest_docs+2 | 5 | <=2025-11-25 | 57/100 | D |
| 9 | etabs-mcp-server-local-embeddings PriyankGodhat/etabs-mcp-server-local-embeddings search_etabs_docs | 1 | <=2025-11-25 | 57/100 | D |
| 10 | promptbook-mcp isaacpalomero/promptbook-mcp create_promptfind_similar_promptsget_library_stats+6 | 9 | <=2025-11-25 | 57/100 | D |
| 11 | MCP_Server_Config rajkishore2015/MCP_Server_Config git_get_statusjira_create_epicjira_create_story+9 | 12 | 2026-07-28+ | 56/100 | D |
| 12 | llmc vmlinuzx/llmc edit_blockget_metricsinspect_code+18 | 21 | <=2025-11-25 | 56/100 | D |
| 13 | scaffold Beer-Bears/scaffold get_all_classes_nodes_namesget_all_functions_nodes_namesget_code_entity_information | 3 | 2026-07-28+ | 56/100 | D |
| 14 | DAUT 2dogsandanerd/DAUT list_documentation_filesquery_ragread_documentation_file | 3 | 2026-07-28+ | 55/100 | D |
| 15 | Misaka-Cipher Aethvion/Misaka-Cipher add_effectbridgefetch_url+23 | 26 | 2026-07-28+ | 55/100 | D |
| 16 | PyRag nateislas/PyRag diagnosesearch_docs | 2 | <=2025-11-25 | 55/100 | D |
| 17 | datamimic rapiddweller/datamimic datamimic_checkdatamimic_referencedatamimic_run+1 | 4 | 2026-07-28+ | 55/100 | D |
| 18 | eva-department-mcp-server mjfura/eva-department-mcp-server add_knowledge_nodeadd_knowledge_node_typedanalyze_and_update_knowledge_graph+7 | 10 | 2026-07-28+ | 55/100 | D |
| 19 | langchain-MCP baixianger/langchain-MCP langgraph_get_checkpointlanggraph_get_runlanggraph_get_thread+6 | 9 | 2026-07-28+ | 55/100 | D |
| 20 | mcp-skillset bobmatnyc/mcp-skillset findskillskill_get+2 | 5 | 2026-07-28+ | 55/100 | D |
| 21 | ohsee redbuilding/ohsee create_designcreate_hubspot_marketing_emailexecute_sql_query_tool+17 | 20 | <=2025-11-25 | 55/100 | D |
| 22 | sqlew sqlew-io/sqlew constraintdecisionexample+5 | 8 | 2026-07-28+ | 55/100 | D |
| 23 | total-agent-memory vbcherepanov/total-agent-memory memory_consolidatememory_deletememory_export+17 | 20 | 2026-07-28+ | 55/100 | D |
| 24 | localmind fedcal/localmind analyzeDiffbuildRegexchat+22 | 25 | 2026-07-28+ | 54/100 | D |
| 25 | sourcerer-mcp st3v3nmw/sourcerer-mcp find_similar_chunksget_chunk_codeget_index_status+2 | 5 | 2026-07-28+ | 54/100 | D |
| 26 | LocalBoards florian-strasser/LocalBoards claimCardcreateCarddeleteCard+12 | 15 | 2026-07-28+ | 53/100 | D |
| 27 | ast-mcp-server angrysky56/ast-mcp-server analyze_code_structureanalyze_source_fileask_uss_agent+12 | 15 | 2026-07-28+ | 53/100 | D |
| 28 | azerothMCP blinkysc/azerothMCP check_conditionexecute_investigationexplain_script+24 | 27 | <=2025-11-25 | 53/100 | D |
| 29 | calq-mcp Calq-dev/calq-mcp component_deletecomponent_getcomponent_list+15 | 18 | <=2025-11-25 | 53/100 | D |
| 30 | devtap killme2008/devtap get_build_errorsget_build_status | 2 | 2026-07-28+ | 53/100 | D |
| 31 | mcp-console-automation ooples/mcp-console-automation console_cancel_jobconsole_cleanup_sessionsconsole_clear_output+27 | 30 | <=2025-11-25 | 53/100 | D |
| 32 | secsee ishk9/secsee analyze_projectspin_up_servicestear_down_services+4 | 7 | <=2025-11-25 | 53/100 | D |
| 33 | zerikai_memory KikeVen/zerikai_memory brief_workspacedrop_workspace_memoryget_workspace_brief+4 | 7 | <=2025-11-25 | 53/100 | D |
| 34 | GateTest crclabs-hq/GateTest audit_logblame_regressioncapture_screenshot+21 | 24 | 2026-07-28+ | 52/100 | D |
| 35 | allcanuse-mcp ra1nyxin/allcanuse-mcp audit_seocheck_c_syntaxcompile_c_program+25 | 28 | 2026-07-28+ | 52/100 | D |
| 36 | fs-mcp-server boleyn/fs-mcp-server get_index_statusget_scheduler_statusget_similar_files+7 | 10 | <=2025-11-25 | 52/100 | D |
| 37 | mcp-fabric-ux-system Falkicon/mcp-fabric-ux-system askFabricDocs | 1 | <=2025-11-25 | 52/100 | D |
| 38 | osoba redbuilding/osoba create_designcreate_hubspot_marketing_emailcreate_workspace+20 | 23 | <=2025-11-25 | 52/100 | D |
| 39 | SpectraScout avdhootpatankar/SpectraScout clear_all_opportunitiesclear_chat_historycomplete_task+17 | 20 | <=2025-11-25 | 51/100 | D |
| 40 | ai-research-agent-mcp prabureddy/ai-research-agent-mcp create_evaluationcreate_research_runexecute_code+10 | 13 | <=2025-11-25 | 51/100 | D |
| 41 | myBrAIn lilium360/myBrAIn audit_codebasecritique_codeinitialize_workbase+2 | 5 | 2026-07-28+ | 51/100 | D |
| 42 | opentrace adham90/opentrace connectorsdatabaseerrors+4 | 7 | <=2025-11-25 | 51/100 | D |
| 43 | warden-mcp-server run-as-root/warden-mcp-server warden_composerwarden_db_querywarden_init_project+8 | 11 | 2026-07-28+ | 51/100 | D |
| 44 | CodeGrok_mcp dondetir/CodeGrok_mcp get_sourcesget_statslearn+1 | 4 | 2026-07-28+ | 50/100 | D |
| 45 | MCP_Server tech75rus/MCP_Server clear_collectionget_available_modelsget_collection_info+7 | 10 | <=2025-11-25 | 50/100 | D |
| 46 | micro-app-mcp didengren/micro-app-mcp get_knowledge_base_statusmicro_app_commandsearch_micro_app_knowledge+1 | 4 | <=2025-11-25 | 50/100 | D |