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831 of 92,923 servers match, ranked by overall score.
| # | Server | Tools | Spec posture | Score | Grade |
|---|---|---|---|---|---|
| 1 | Devmind-MCP JochenYang/Devmind-MCP create_sessiondelete_contextexport_contexts+12 | 15 | 2026-07-28+ | 49/100 | F |
| 2 | Document-MCP bigwolfeman/Document-MCP |
| 24 |
| 2025-06-18+ |
| 49/100 |
| F |
| 3 | Expenses-Tracker---MCP-Server-_Client Surya-KF/Expenses-Tracker---MCP-Server-_Client add_expenseanalyze_expenses_with_aidelete_expense+2 | 5 | 2026-07-28+ | 49/100 | F |
| 4 | GitPilot-MCP Divyanshu-hash/GitPilot-MCP apply_patchcheck_for_conflictsclone_repo+12 | 15 | 2026-07-28+ | 49/100 | F |
| 5 | MCP_Open RockyRocks/MCP_Open build_runfs_deletefs_edit+29 | 32 | 2026-07-28+ | 49/100 | F |
| 6 | Perenna scarletkc/Perenna memory_deletememory_readmemory_write | 3 | 2026-07-28+ | 49/100 | F |
| 7 | RepoBrain hieuchaydi/RepoBrain analyze_impactassess_ship_readinessbuild_change_context+12 | 15 | 2026-07-28+ | 49/100 | F |
| 8 | aegis-mcp raghulvj01/aegis-mcp aws_check_s3_public_accessaws_list_ec2_instancescicd_pipeline_status+18 | 21 | <=2025-11-25 | 49/100 | F |
| 9 | agentic-task-system renezander030/agentic-task-system ats_createats_findats_get+5 | 8 | 2026-07-28+ | 49/100 | F |
| 10 | agriculture-chatbot ShipDreams/agriculture-chatbot execute_sqlget_object_detailslist_objects+1 | 4 | 2026-07-28+ | 49/100 | F |
| 11 | ai-browser pihapi/ai-browser clickextract_linksextract_text+8 | 11 | 2026-07-28+ | 49/100 | F |
| 12 | code-analysis-mcp saiprashanths/code-analysis-mcp analyze_repositoryread_file | 2 | 2026-07-28+ | 49/100 | F |
| 13 | code-buddy Abhi-vish/code-buddy analyze_codecopy_filecreate_directory+25 | 28 | 2026-07-28+ | 49/100 | F |
| 14 | codex-cli-mcp-tool Mr-Tomahawk/codex-cli-mcp-tool apply-diffask-codexexec-codex+3 | 6 | <=2025-11-25 | 49/100 | F |
| 15 | conductor-mcp-server bensleveritt/conductor-mcp-server chatcodereviewconsensus+6 | 9 | 2026-07-28+ | 49/100 | F |
| 16 | crawlforge-mcp mysleekdesigns/crawlforge-mcp agentanalyze_contentbatch_scrape+28 | 31 | 2025-06-18+ | 49/100 | F |
| 17 | expertiza_mcp_server efg/expertiza_mcp_server accept_reviewcreate_reviewget_review+2 | 5 | <=2025-11-25 | 49/100 | F |
| 18 | ferrumdeck sattyamjjain/ferrumdeck get_test_resultsgit_addgit_branch+10 | 13 | 2026-07-28+ | 49/100 | F |
| 19 | ffmcp brandonhenry/ffmcp analyze_image_urlsbrain_document_searchcreate_embedding+3 | 6 | 2026-07-28+ | 49/100 | F |
| 20 | forge alexandremahdhaoui/forge buildconfig-validatedocs-get+7 | 10 | 2026-07-28+ | 49/100 | F |
| 21 | git-forensics-mcp davidorex/git-forensics-mcp analyze_file_changesanalyze_time_periodget_branch_overview+1 | 4 | 2026-07-28+ | 49/100 | F |
| 22 | git-proxy-mcp MatejGomboc/git-proxy-mcp repo/clonerepo/clone/cancelrepo/clone/chunk+6 | 9 | <=2025-11-25 | 49/100 | F |
| 23 | java-code-review-mcp kzoabi/java-code-review-mcp analyze_java_dependenciesanalyze_java_staticanalyze_spring_compliance+8 | 11 | <=2025-11-25 | 49/100 | F |
| 24 | laravel-optimize-mcp skylence-org/laravel-optimize-mcp configuration-analyzerdatabase-size-inspectorlog-file-inspector+4 | 7 | <=2025-11-25 | 49/100 | F |
| 25 | lore attila/lore lore_listlore_read_patternlore_search+2 | 5 | 2026-07-28+ | 49/100 | F |
| 26 | mcp-git markheramis/mcp-git git_addgit_branchgit_checkout+8 | 11 | 2026-07-28+ | 49/100 | F |
| 27 | mcp-git MementoRC/mcp-git discover_toolsexecute_toolget_tool_spec | 3 | <=2025-11-25 | 49/100 | F |
| 28 | mcp-mem0-docker biojazzard/mcp-mem0-docker memory_deletememory_get_allmemory_save+1 | 4 | <=2025-11-25 | 49/100 | F |
| 29 | mcp-platform MichaelYagi/mcp-platform analyze_code_fileanalyze_projectexplain_code+7 | 10 | <=2025-11-25 | 49/100 | F |
| 30 | mcp-server-ollama-deep-researcher Cam10001110101/mcp-server-ollama-deep-researcher configureget_statusresearch | 3 | 2026-07-28+ | 49/100 | F |
| 31 | mcp-tools GMouaad/mcp-tools CompileCSharpClassConvertBase64ImageToMermaidConvertImageToMermaid+5 | 8 | <=2025-11-25 | 49/100 | F |
| 32 | mcpunk jurasofish/mcpunk configure_projectget_a_joke | 2 | <=2025-11-25 | 49/100 | F |
| 33 | mem0-mcp tensakulabs/mem0-mcp add_memorydelete_memoryget_entity+3 | 6 | 2026-07-28+ | 49/100 | F |
| 34 | modelcontextprotocol maaksystemsllc/modelcontextprotocol convert_timefetchget_current_time+13 | 16 | <=2025-11-25 | 49/100 | F |
| 35 | modelcontextprotocol-servers DoctorB00st/modelcontextprotocol-servers convert_timefetchget_current_time+13 | 16 | <=2025-11-25 | 49/100 | F |
| 36 | orchestrator-mcp-server jeanibarz/orchestrator-mcp-server advance_workflowget_workflow_statuslist_workflows+2 | 5 | <=2025-11-25 | 49/100 | F |
| 37 | project-mind-mcp Nik0lay1/project-mind-mcp analyze_code_complexitycancel_indexingget_annotations+18 | 21 | <=2025-11-25 | 49/100 | F |
| 38 | synapse alexjsmith0115/synapse assess_impactexecute_queryexplore+13 | 16 | 2026-07-28+ | 49/100 | F |
| 39 | tablitz bkataru/tablitz dedupexportimport+8 | 11 | 2026-07-28+ | 49/100 | F |
| 40 | variant-ui btree1970/variant-ui check_statuscreate_variationlist_variations+4 | 7 | 2026-07-28+ | 49/100 | F |
| 41 | vibe-check-mcp-server vinny1575/vibe-check-mcp-server check_constitutionreset_constitutionupdate_constitution+2 | 5 | <=2025-11-25 | 49/100 | F |
| 42 | watercooler mostlyharmless-ai/watercooler watercooler_access_statswatercooler_ackwatercooler_baseline_graph+17 | 20 | 2026-07-28+ | 49/100 | F |
| 43 | ARNO julianbei/ARNO arno.changesarno.checkpointarno.diff+16 | 19 | 2026-07-28+ | 48/100 | F |
| 44 | BootstrapBlazor.MCPServer BootstrapBlazor/BootstrapBlazor.MCPServer AskComponentExpertGetComponentDocsGetComponentList+1 | 4 | <=2025-11-25 | 48/100 | F |
| 45 | Chatbot_AMDIE A2SIA-AA/Chatbot_AMDIE cancel_sessionsend_message_helperspawn_wrapper | 3 | <=2025-11-25 | 48/100 | F |
| 46 | CodeMem zhangshi0512/CodeMem add_episodic_memorydelete_memoriesget_profile_memory+3 | 6 | <=2025-11-25 | 48/100 | F |
| 47 | CodeToolsMcp AbdelilahOu/CodeToolsMcp copydeleteedit+14 | 17 | <=2025-11-25 | 48/100 | F |
| 48 | DiffPilot bkalafat/DiffPilot diff_statsgenerate_changeloggenerate_commit_message+6 | 9 | 2026-07-28+ | 48/100 | F |
| 49 | MCP-Servers Seif-Yasser-Ahmed/MCP-Servers edit_doc_contentsread_doc_contents | 2 | <=2025-11-25 | 48/100 | F |
| 50 | MCP-Servers balaji1233/MCP-Servers summarize_wikipedia_article | 1 | 2026-07-28+ | 48/100 | F |