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54 of 92,923 servers match, ranked by overall score.
| # | Server | Tools | Spec posture | Score | Grade |
|---|---|---|---|---|---|
| 1 | Api-Test-MCP GalaxyXieyu/Api-Test-MCP delete_testcaseget_mcp_metricsget_test_results+7 | 10 | <=2025-11-25 | 49/100 | F |
| 2 |
| ctxai vs4vijay/ctxai bashgit_addgit_branch+8 |
| 11 |
| 2026-07-28+ |
| 49/100 |
| F |
| 3 | curso-mcp scops/curso-mcp analyze_paper_with_confirmationchiste_de_padrecompare_papers+33 | 36 | 2025-06-18+ | 49/100 | F |
| 4 | mcp-vector-search bobmatnyc/mcp-vector-search analyze_fileanalyze_projectanalyze_tests+25 | 28 | <=2025-11-25 | 49/100 | F |
| 5 | project-mind-mcp Nik0lay1/project-mind-mcp analyze_code_complexitycancel_indexingget_annotations+18 | 21 | <=2025-11-25 | 49/100 | F |
| 6 | windtools-mcp ZahidGalea/windtools-mcp get_initialization_statusindex_repositorylist_dir+1 | 4 | <=2025-11-25 | 49/100 | F |
| 7 | nomoreide Rorogogogo/nomoreide check-databaseclose-uidb-object-details+46 | 49 | 2026-07-28+ | 48/100 | F |
| 8 | project-vectorizer starkbaknet/project-vectorizer get_file_contentget_project_statslist_files+1 | 4 | <=2025-11-25 | 48/100 | F |
| 9 | visor probelabs/visor analyze_file_structurecalculate_complexitydetect_patterns+2 | 5 | 2025-06-18+ | 48/100 | F |
| 10 | MCP-Servers-for-Full-Stack-Development iamqasimali/MCP-Servers-for-Full-Stack-Development check_portsdocker_composedocker_exec+25 | 28 | 2026-07-28+ | 47/100 | F |
| 11 | claude-engram 20alexl/claude-engram audit_batchclaude_engram_statuscontext+13 | 16 | 2026-07-28+ | 47/100 | F |
| 12 | dev-workflow-mcp-server programinglive/dev-workflow-mcp-server check_ready_to_commitcommit_and_pushcomplete_task+19 | 22 | 2026-07-28+ | 47/100 | F |
| 13 | bitwise-mcp MichaelAyles/bitwise-mcp find_registeringest_docslist_docs+2 | 5 | 2026-07-28+ | 46/100 | F |
| 14 | dbc-query avirar/dbc-query cross_referenceexplain_fieldget_dbc_file_info+8 | 11 | 2026-07-28+ | 46/100 | F |
| 15 | jama_mcp_server_latest sanjeevkoppal1/jama_mcp_server_latest analyze_requirementfind_similar_requirementsget_server_status+3 | 6 | 2026-07-28+ | 46/100 | F |
| 16 | mcp-the-force lukacf/mcp-the-force search_mcp_debug_logs | 1 | 2026-07-28+ | 46/100 | F |
| 17 | spoon-awesome-skill XSpoonAi/spoon-awesome-skill github_toolgrok_researchpolymarket+1 | 4 | 2026-07-28+ | 46/100 | F |
| 18 | DevTools JCP-VISION/DevTools analyze_videoanalyze_video_transcript_onlyanalyze_video_visuals_only+20 | 23 | 2026-07-28+ | 45/100 | F |
| 19 | SSW.Rules.Mcp jernejk/SSW.Rules.Mcp get_category_rulesget_recent_rulesget_rule+2 | 5 | <=2025-11-25 | 45/100 | F |
| 20 | claude-context-local shreyashKilledar1/claude-context-local get_project_infoindex_directorylist_projects+1 | 4 | <=2025-11-25 | 44/100 | F |
| 21 | mcp-tools GavenHwang/mcp-tools create_userdb_schemaget_zentao_bug+3 | 6 | 2026-07-28+ | 43/100 | F |
| 22 | provimedia-mcp provimedia/provimedia-mcp chainguard_alertchainguard_check_criteriachainguard_clear_alerts+13 | 16 | 2026-07-28+ | 43/100 | F |
| 23 | cocoindex-code-mcp-server aanno/cocoindex-code-mcp-server code-analyzecode-embeddingshelp-keyword_syntax+3 | 6 | 2025-06-18+ | 42/100 | F |
| 24 | continew-generator-mcp 93938791/continew-generator-mcp configureProjectPathsgetGenerationGuideresetPathConfig+1 | 4 | <=2025-11-25 | 42/100 | F |
| 25 | mcp-ragex jbenshetler/mcp-ragex find_symbolsget_symbol_detailsindex_codebase+4 | 7 | <=2025-11-25 | 42/100 | F |
| 26 | AI-VIBE-CLI-PYTHON mk-knight23/AI-VIBE-CLI-PYTHON rag_index | 1 | <=2025-11-25 | 41/100 | F |
| 27 | Code-WCAG-a11y claurennt/Code-WCAG-a11y analyzeWCAGgetAccessibilityDataget_WCAG_by_version | 3 | <=2025-11-25 | 41/100 | F |
| 28 | CodeInteliMCP rahulvgmail/CodeInteliMCP add_test_symbolanalyze_impactfind_circular_dependencies+11 | 14 | <=2025-11-25 | 41/100 | F |
| 29 | mcp_godot_rag weekitmo/mcp_godot_rag get_godot_context | 1 | 2026-07-28+ | 41/100 | F |
| 30 | nimgenie gokr/nimgenie check_syntaxexecute_external_queryexecute_external_transaction+20 | 23 | 2026-07-28+ | 41/100 | F |
| 31 | atest-ext-store-orm LinuxSuRen/atest-ext-store-orm database-query | 1 | 2026-07-28+ | 40/100 | F |
| 32 | copilot-security-instructions Robotti-io/copilot-security-instructions get_promptlist_promptslist_resources | 3 | <=2025-11-25 | 39/100 | F |
| 33 | devtap tma1-ai/devtap get_build_errorsget_build_status | 2 | 2026-07-28+ | 39/100 | F |
| 34 | mcp-server-test billhunthouse/mcp-server-test approve_test_casechatchat_stream+10 | 13 | 2026-07-28+ | 37/100 | F |
| 35 | AI4Semantics-MCP-server SEMICeu/AI4Semantics-MCP-server add_attributeadd_classadd_connector+8 | 11 | 2026-07-28+ | 36/100 | F |
| 36 | cursor-local-indexing LuotoCompany/cursor-local-indexing analyze_codedelete_collectionget_file_content+5 | 8 | <=2025-11-25 | 36/100 | F |
| 37 | devmemory-mcp colinrozario/devmemory-mcp add_memorybuild_and_write_contextsearch_memory+1 | 4 | 2026-07-28+ | 35/100 | F |
| 38 | DIY_MCP_SERVER jashwanthpj/DIY_MCP_SERVER prompts/getresources/readtools/call | 3 | <=2025-11-25 | 34/100 | F |
| 39 | mcp-code-indexer zxfgds/mcp-code-indexer analyze_code_qualityanalyze_dependenciesfind_similar_code+5 | 8 | <=2025-11-25 | 33/100 | F |
| 40 | 4D-ARE ybeven/4D-ARE connectconnectdisconnect+27 | 30 | 2026-07-28+ | 32/100 | F |
| 41 | agent-blackboard claudioed/agent-blackboard AggregateDesignerToolBoundedContextDesignerToolCollaborativeModelingFacilitatorTool+10 | 13 | 2026-07-28+ | 27/100 | F |
| 42 | mcpcan Kymo-MCP/mcpcan | 0 | <=2025-11-25 | 26/100 | F |
| 43 | MegaMemory 0xK3vin/MegaMemory create_conceptget_conceptlink+6 | 9 | <=2025-11-25 | 14/100 | F |
| 44 | nexus-mcp jaggernaut007/nexus-mcp ast_grepfile_contentgraph+7 | 10 | <=2025-11-25 | 14/100 | F |
| 45 | ai-governance-mcp jason21wc/ai-governance-mcp build_knowledge_graphevaluate_governancefind_references+11 | 14 | <=2025-11-25 | 12/100 | F |
| 46 | omarchy-mcp Zeus-Deus/omarchy-mcp compare_omarchy_vs_archfind_config_locationget_server_info+1 | 4 | <=2025-11-25 | 12/100 | F |
| 47 | terraform-ingest zloeber/terraform-ingest get_ingestion_statusget_module_index_statsget_module_resource+4 | 7 | 2026-07-28+ | 12/100 | F |
| 48 | cloudscape-docs-mcp praveenc/cloudscape-docs-mcp cloudscape_read_doccloudscape_search_docs | 2 | <=2025-11-25 | 11/100 | F |
| 49 | graphrag_mcp rileylemm/graphrag_mcp get_graph_schemaget_vector_collection_infohybrid_search+1 | 4 | <=2025-11-25 | 11/100 | F |
| 50 | smart-fork recursive-vibe/smart-fork chunks/searchfork-detectsessions/index+2 | 5 | <=2025-11-25 | 11/100 | F |