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6,069 of 92,923 servers match, ranked by overall score.
| # | Server | Tools | Spec posture | Score | Grade |
|---|---|---|---|---|---|
| 2451 | mcp-tool-calling-chatbot ziriuz/mcp-tool-calling-chatbot command_exec_toolconversational_responsecrm_assistant+4 | 7 | <=2025-11-25 |
| 52/100 |
| D |
| 2452 | mcp-vector-tools MassimilianoPili/mcp-vector-tools embeddings_reindexembeddings_searchembeddings_search_code+3 | 6 | <=2025-11-25 | 52/100 | D |
| 2453 | mcp_customer_support gagan0116/mcp_customer_support analyze_defect_imagecheck_neo4j_connectioncreate_node+12 | 15 | 2026-07-28+ | 52/100 | D |
| 2454 | mcp_server_1 AryanDadhich26/mcp_server_1 add_expenselist_expensessummarize | 3 | 2026-07-28+ | 52/100 | D |
| 2455 | mcp_server_memory AIO-2030/mcp_server_memory add_observationsappend_insightcreate_entities+13 | 16 | <=2025-11-25 | 52/100 | D |
| 2456 | mcpcodeanalysis johannhartmann/mcpcodeanalysis add_repositoryanalyze_bounded_contextanalyze_coupling+17 | 20 | 2026-07-28+ | 52/100 | D |
| 2457 | mcpman tranhoangtu-it/mcpman mcpman_auditmcpman_doctormcpman_info+5 | 8 | 2026-07-28+ | 52/100 | D |
| 2458 | media-gen-mcp strato-space/media-gen-mcp google-videos-generategoogle-videos-retrieve-contentgoogle-videos-retrieve-operation+10 | 13 | 2025-06-18+ | 52/100 | D |
| 2459 | memory harperreed/memory add_factarchive_topicdelete_fact+8 | 11 | 2026-07-28+ | 52/100 | D |
| 2460 | memory-bank-mcp spideynolove/memory-bank-mcp add_memorycreate_coding_sessioncreate_collection+11 | 14 | 2026-07-28+ | 52/100 | D |
| 2461 | mkc909_agent-communication-mcp-server lwsinclair/mkc909_agent-communication-mcp-server create_contextdelete_messageget_agent+14 | 17 | <=2025-11-25 | 52/100 | D |
| 2462 | moneywiz-mcp maximbilan/moneywiz-mcp analyze_income_trendsanalyze_spending_trendscalculate_net_worth+7 | 10 | 2025-06-18+ | 52/100 | D |
| 2463 | my-ai-tools jellydn/my-ai-tools chatgithub_webhooksindex_repository+2 | 5 | 2026-07-28+ | 52/100 | D |
| 2464 | mycop surd-pollywog583/mycop check_depsexplain_findinglist_rules+2 | 5 | 2026-07-28+ | 52/100 | D |
| 2465 | noir-mcp-server critesjosh/noir-mcp-server noir_list_examplesnoir_list_librariesnoir_read_example+6 | 9 | 2026-07-28+ | 52/100 | D |
| 2466 | oh-my-codex staticpayload/oh-my-codex omx_explore_diagnosticsomx_explore_diffomx_explore_files+26 | 29 | 2026-07-28+ | 52/100 | D |
| 2467 | onit sibyl-oracles/onit view_image_from_url | 1 | 2025-06-18+ | 52/100 | D |
| 2468 | open-context OpenContextAI/open-context find_knowledgeget_content | 2 | <=2025-11-25 | 52/100 | D |
| 2469 | open-paper-trading-mcp Open-Agent-Tools/open-paper-trading-mcp debug_context_infoget_account_balanceget_account_info+4 | 7 | 2026-07-28+ | 52/100 | D |
| 2470 | openai-batch-tracker chetan-jarande/openai-batch-tracker cancel_openai_batchcreate_openai_batchdelete_openai_file+5 | 8 | 2026-07-28+ | 52/100 | D |
| 2471 | own-mcp-server maroofgadiwale/own-mcp-server add_expenselist_expensessummarize | 3 | 2026-07-28+ | 52/100 | D |
| 2472 | peacock-mcp johnpapa/peacock-mcp fetch-peacock-docs | 1 | 2026-07-28+ | 52/100 | D |
| 2473 | penpot-mcp-server ancrz/penpot-mcp-server create_filecreate_projectdelete_file+12 | 15 | 2026-07-28+ | 52/100 | D |
| 2474 | picasa-rs amaurycannesson/picasa-rs search_photos | 1 | 2026-07-28+ | 52/100 | D |
| 2475 | picture-identification-MCP HaoyueQin/picture-identification-MCP list_modelsprovidersvision | 3 | <=2025-11-25 | 52/100 | D |
| 2476 | playwright-mcp AquilaSands/playwright-mcp browser_check_consolebrowser_check_networkbrowser_click+24 | 27 | 2026-07-28+ | 52/100 | D |
| 2477 | pnda-mcp rodcar/pnda-mcp dataset_detailsdataset_search | 2 | <=2025-11-25 | 52/100 | D |
| 2478 | pydantic-ai-docs-server omniwaifu/pydantic-ai-docs-server get_changelog_contentget_document_by_pathlist_available_changelogs+2 | 5 | <=2025-11-25 | 52/100 | D |
| 2479 | qarinai qarinai/qarinai mcp_call_toolrest_api_callvector_search | 3 | 2026-07-28+ | 52/100 | D |
| 2480 | rag-anything-mcp jesse-merhi/rag-anything-mcp check_doc_ingestedprocess_directoryprocess_single_document+1 | 4 | <=2025-11-25 | 52/100 | D |
| 2481 | raglit-mcp-server thebrownproject/raglit-mcp-server chunk_documentfilter_metadatasearch_chunks | 3 | 2026-07-28+ | 52/100 | D |
| 2482 | recruit_mcp_server quantmharsh/recruit_mcp_server apply_to_jobcreate_jobfetch_resume+11 | 14 | 2026-07-28+ | 52/100 | D |
| 2483 | redi-orm rediwo/redi-orm migration.applymigration.createmigration.status+15 | 18 | <=2025-11-25 | 52/100 | D |
| 2484 | reflectt-node reflectt/reflectt-node GET /canvas/flow-scoreGET /canvas/presenceGET /canvas/slots+19 | 22 | 2026-07-28+ | 52/100 | D |
| 2485 | research-kb brandonmbehring-dev/research-kb audit_assumptionscitation_statsconcept_neighbors+12 | 15 | 2026-07-28+ | 52/100 | D |
| 2486 | rhizome-mcp Odrin/rhizome-mcp add_commentapply_importclaim_issue+9 | 12 | 2025-06-18+ | 52/100 | D |
| 2487 | serve-vm-agents Sunbird-Serve/serve-vm-agents faq.answerparse_onboarding_answerserve.fulfill.nominate+1 | 4 | <=2025-11-25 | 52/100 | D |
| 2488 | simple-memory-mcp chrisribe/simple-memory-mcp export-memoryimport-memorymemory-graphql | 3 | 2026-07-28+ | 52/100 | D |
| 2489 | smolagents-mcp-demo juliensimon/smolagents-mcp-demo analyze_command_injectionanalyze_sql_injectioncalculate_code_complexity+5 | 8 | <=2025-11-25 | 52/100 | D |
| 2490 | sql-mcp adetxt/sql-mcp detect_databasesexecute_queryget_columns+2 | 5 | 2026-07-28+ | 52/100 | D |
| 2491 | sqlite-mcp-server nipunap/sqlite-mcp-server db/get_schemadb/get_table_schemadb/get_tables+4 | 7 | 2026-07-28+ | 52/100 | D |
| 2492 | superskill permanu/superskill brainstormcapturecred_refs+20 | 23 | 2026-07-28+ | 52/100 | D |
| 2493 | surreal-memory acidkill/surreal-memory memory_getmemory_searchsmem_context+9 | 12 | 2026-07-28+ | 52/100 | D |
| 2494 | tastytrade_MCP_Server bostrovsky/tastytrade_MCP_Server analyze_portfolioget_accountsget_balances+4 | 7 | <=2025-11-25 | 52/100 | D |
| 2495 | templation HarsukritP/templation search_exemplarsearch_templatestemplate_converter | 3 | 2026-07-28+ | 52/100 | D |
| 2496 | test-remote-mcp-server SagarNarula/test-remote-mcp-server add_expenselist_expensessummarize | 3 | 2026-07-28+ | 52/100 | D |
| 2497 | test-remote-mcp-server Pranavgodse7/test-remote-mcp-server add_expenselist_expensessummarize | 3 | 2026-07-28+ | 52/100 | D |
| 2498 | test-remote-mcp-server kishor3868/test-remote-mcp-server addadd_expenselist_expenses+2 | 5 | 2026-07-28+ | 52/100 | D |
| 2499 | test-remote-mcp-server Sanaa02Arora/test-remote-mcp-server addadd_expenselist_expenses+2 | 5 | 2026-07-28+ | 52/100 | D |
| 2500 | thudong-mcp-claude monthop-gmail/thudong-mcp-claude compare_groupsget_impressionsget_improvements+3 | 6 | <=2025-11-25 | 52/100 | D |