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102 of 92,923 servers match, ranked by overall score.
| # | Server | Tools | Spec posture | Score | Grade |
|---|---|---|---|---|---|
| 1 | GitPilot-MCP Divyanshu-hash/GitPilot-MCP apply_patchcheck_for_conflictsclone_repo+12 | 15 | 2026-07-28+ | 49/100 | F |
| 2 |
| conductor-mcp-server bensleveritt/conductor-mcp-server chatcodereviewconsensus+6 |
| 9 |
| 2026-07-28+ |
| 49/100 |
| F |
| 3 | lore attila/lore lore_listlore_read_patternlore_search+2 | 5 | 2026-07-28+ | 49/100 | F |
| 4 | mcp-tools GMouaad/mcp-tools CompileCSharpClassConvertBase64ImageToMermaidConvertImageToMermaid+5 | 8 | <=2025-11-25 | 49/100 | F |
| 5 | comfy-headless mcp-tool-shop-org/comfy-headless analyze_promptbuild_3d_workflowbuild_audio_separation_workflow+50 | 53 | 2026-07-28+ | 48/100 | F |
| 6 | lance-mcp adiom-data/lance-mcp all_chunks_searchcatalog_searchchunks_search | 3 | 2026-07-28+ | 48/100 | F |
| 7 | techlead jayehmke/techlead consult_tech_leadreview_code | 2 | 2026-07-28+ | 48/100 | F |
| 8 | Augmentorium wangdangel/Augmentorium graphlist_projectsproject+2 | 5 | 2025-06-18+ | 47/100 | F |
| 9 | Cursor-history-MCP Nossim/Cursor-history-MCP health_checksearch_chat_history | 2 | 2026-07-28+ | 47/100 | F |
| 10 | MCP_CLI_CODEX PushPullCommitPush/MCP_CLI_CODEX codex_profilescodex_resumecodex_run+3 | 6 | 2026-07-28+ | 47/100 | F |
| 11 | MCP_Tool_Code_Interpreter_Generator SwetaAIS2024/MCP_Tool_Code_Interpreter_Generator analyze_json_schema_from_samplesapply_child_outputbuild_child_input+12 | 15 | <=2025-11-25 | 47/100 | F |
| 12 | Ollqd leomarviegas/Ollqd delete_collectionindex_codebaseindex_documents+2 | 5 | 2026-07-28+ | 47/100 | F |
| 13 | Telegram-AI-MCP-Assistant-Bot shettysaish20/Telegram-AI-MCP-Assistant-Bot addadd_columnsadd_rows+33 | 36 | <=2025-11-25 | 47/100 | F |
| 14 | codebase-mcp Ravenight13/codebase-mcp create_taskget_taskindex_repository+3 | 6 | <=2025-11-25 | 47/100 | F |
| 15 | remembrances-mcp madeindigio/remembrances-mcp code_activate_project_watchcode_deactivate_project_watchcode_delete_project+7 | 10 | 2026-07-28+ | 47/100 | F |
| 16 | asset-aware-mcp u9401066/asset-aware-mcp get_docx_contentget_job_statusingest_docx+1 | 4 | <=2025-11-25 | 46/100 | F |
| 17 | code-context-engine elara-labs/code-context-engine get_codebase_summaryget_git_historyget_recent_commits+8 | 11 | 2026-07-28+ | 46/100 | F |
| 18 | locallama-mcp Heratiki/locallama-mcp benchmark_free_modelsbenchmark_modelbenchmark_task+4 | 7 | <=2025-11-25 | 46/100 | F |
| 19 | mcp-dev-agent lwsinclair/mcp-dev-agent add_memoryadd_repo_memoryanalyze_file_content+13 | 16 | <=2025-11-25 | 46/100 | F |
| 20 | mcp-servers-and-devcontainers semut-project/mcp-servers-and-devcontainers indexCodebasesearchCodebase | 2 | 2026-07-28+ | 46/100 | F |
| 21 | mcp-the-force lukacf/mcp-the-force search_mcp_debug_logs | 1 | 2026-07-28+ | 46/100 | F |
| 22 | Omni-Scrape-AI Muhammad-Raisul-Maharub/Omni-Scrape-AI extract_social_linksextract_structured_dataextract_web_animations+8 | 11 | <=2025-11-25 | 45/100 | F |
| 23 | dataagents HotTechStack/dataagents checkN8nHealthdebugEnvironmentresetConversation+12 | 15 | 2026-07-28+ | 45/100 | F |
| 24 | lumen ory/lumen indexsearch | 2 | <=2025-11-25 | 45/100 | F |
| 25 | nanocontext demirmusa/nanocontext calleescallerscode+16 | 19 | 2026-07-28+ | 45/100 | F |
| 26 | doc-lib-mcp shifusen329/doc-lib-mcp ask-questionget-contextget-embedding | 3 | 2026-07-28+ | 44/100 | F |
| 27 | qdrant-mcp-server mhalder/qdrant-mcp-server add_documentsdelete_collectiondelete_documents+8 | 11 | <=2025-11-25 | 44/100 | F |
| 28 | CodeCompass alvinveroy/CodeCompass agent_querygenerate_suggestionget_changelog+6 | 9 | <=2025-11-25 | 43/100 | F |
| 29 | brain-ecosystem timmeck/brain-ecosystem brain_benchmark_historybrain_benchmark_runbrain_benchmark_score+15 | 18 | <=2025-11-25 | 43/100 | F |
| 30 | hipocampo carrasquelalex1/hipocampo add_memorybire_searchcheckpoint_hipocampo+19 | 22 | <=2025-11-25 | 43/100 | F |
| 31 | MCP-Playwright- danielniels/MCP-Playwright- clickclose_sessionfill+9 | 12 | 2026-07-28+ | 42/100 | F |
| 32 | Osmosis-Apply-1.7B-MCP Osmosis-AI/Osmosis-Apply-1.7B-MCP edit_snippet | 1 | 2026-07-28+ | 42/100 | F |
| 33 | Ragebot-MCP atharvrahate296/Ragebot-MCP ragebot_apply_editragebot_askragebot_diff_explain+8 | 11 | <=2025-11-25 | 42/100 | F |
| 34 | codegraph-rust Jakedismo/codegraph-rust agentic_architectureagentic_contextagentic_impact+1 | 4 | <=2025-11-25 | 42/100 | F |
| 35 | mcp_cafe fungiboletus/mcp_cafe go_for_a_walkhave_a_coffeetake_a_shower | 3 | <=2025-11-25 | 42/100 | F |
| 36 | notepadpp-mcp sandraschi/notepadpp-mcp agentic_notepad_workflowautomation_opsdisplay_ops+10 | 13 | <=2025-11-25 | 42/100 | F |
| 37 | kosher whittle/kosher browser_clickbrowser_navigatebrowser_press_key+3 | 6 | 2026-07-28+ | 41/100 | F |
| 38 | nimgenie gokr/nimgenie check_syntaxexecute_external_queryexecute_external_transaction+20 | 23 | 2026-07-28+ | 41/100 | F |
| 39 | AI-Indexing Carlosagamez2021/AI-Indexing file_readersemantic_search | 2 | <=2025-11-25 | 40/100 | F |
| 40 | code-knowledge-mcptool davidvc/code-knowledge-mcptool add_knowledgesearch_knowledge | 2 | 2026-07-28+ | 40/100 | F |
| 41 | csv-info-mcp mikytron123/csv-info-mcp count_csv_columnscount_csv_rowsget_csv_schema+1 | 4 | 2025-06-18+ | 40/100 | F |
| 42 | solesonic-llm-api isaacpeel/solesonic-llm-api create_confluence_pageuri-ingest | 2 | 2026-07-28+ | 40/100 | F |
| 43 | local-ai-mcp-servers setheerwagen/local-ai-mcp-servers cancel_trainingcheck_isolationcheck_training_env+16 | 19 | 2026-07-28+ | 39/100 | F |
| 44 | mcp-experts tomsiwik/mcp-experts ask_bobask_martinfetch+3 | 6 | 2026-07-28+ | 39/100 | F |
| 45 | opencode-bridge genomewalker/opencode-bridge _apply_file_patch_apply_symbol_delete_apply_symbol_edit+19 | 22 | 2026-07-28+ | 39/100 | F |
| 46 | pampa tecnomanu/pampa get_chunkget_classget_function+4 | 7 | <=2025-11-25 | 39/100 | F |
| 47 | TokenKeeper admin-sosys/TokenKeeper get_index_statsindexing_statusreindex_documents+1 | 4 | <=2025-11-25 | 38/100 | F |
| 48 | gitlab-testplan-generator Atm06/gitlab-testplan-generator ui_test_plan_from_mr | 1 | 2026-07-28+ | 38/100 | F |
| 49 | mcp-server aekanun2020/mcp-server add_directoryadd_documentationexecute_query+5 | 8 | <=2025-11-25 | 38/100 | F |
| 50 | mcp-sql DefaultVal-X/mcp-sql connectdeletedisconnect+3 | 6 | <=2025-11-25 | 38/100 | F |