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2,966 of 92,923 servers match, ranked by overall score.
| # | Server | Tools | Spec posture | Score | Grade |
|---|---|---|---|---|---|
| 1301 | ai-changelog-generator entro314-labs/ai-changelog-generator analyze_current_changesanalyze_repositoryconfigure_providers+1 | 4 | 2025-06-18+ | 51/100 | D |
| 1302 | ai-dev-agents Cittasana/ai-dev-agents |
| 9 |
| 2026-07-28+ |
| 51/100 |
| D |
| 1303 | ai-sre nachtschatt3n/ai-sre flux_reconcileflux_statusgit_commit+18 | 21 | <=2025-11-25 | 51/100 | D |
| 1304 | amazon-q-history-mcp-server JMRMEDEV/amazon-q-history-mcp-server check_progressclear_session_historyclose_session+14 | 17 | <=2025-11-25 | 51/100 | D |
| 1305 | aranet4-mcp-server diegobit/aranet4-mcp-server fetch_new_dataget_configuration_and_db_statsget_data_by_timerange+4 | 7 | 2026-07-28+ | 51/100 | D |
| 1306 | arbor Anandb71/arbor contextdiscovergraph.info+3 | 6 | 2026-07-28+ | 51/100 | D |
| 1307 | blind_navigation wink-wink-wink555/blind_navigation chatcreate_family_contactforget_password+17 | 20 | 2026-07-28+ | 51/100 | D |
| 1308 | chatty timosaarinen/chatty addget_weathermultiply_numbers+2 | 5 | 2025-06-18+ | 51/100 | D |
| 1309 | codebase-visualizer bntvllnt/codebase-visualizer boundarieschangescheck+15 | 18 | 2026-07-28+ | 51/100 | D |
| 1310 | database-manager-mcp-Server code-alchemist01/database-manager-mcp-Server analyze_data_qualityanalyze_foreign_keysanalyze_permissions+25 | 28 | 2026-07-28+ | 51/100 | D |
| 1311 | db-mcp neverinfamous/db-mcp sqlite_cascade_simulatorsqlite_dependency_graphsqlite_spatialite_create_table+15 | 18 | 2025-06-18+ | 51/100 | D |
| 1312 | docker-mcp QuantGeekDev/docker-mcp create-containerdeploy-composeget-logs+1 | 4 | 2026-07-28+ | 51/100 | D |
| 1313 | engram bmbnexus/engram engram_feedbackengram_forgetengram_list+3 | 6 | 2026-07-28+ | 51/100 | D |
| 1314 | epic-mcp epicweb-dev/epic-mcp find_userget_user_notes | 2 | <=2025-11-25 | 51/100 | D |
| 1315 | git-mcp-server-rust QiuZH001/git-mcp-server-rust git_branchgit_changelog_analyzegit_checkout+3 | 6 | 2026-07-28+ | 51/100 | D |
| 1316 | gollama-mcp-server kevensen/gollama-mcp-server copyModeldeleteModelembeddings+4 | 7 | <=2025-11-25 | 51/100 | D |
| 1317 | gst-mcp-server lapog1991/gst-mcp-server compare_productsget_rate_by_hsnsearch_hsn | 3 | 2026-07-28+ | 51/100 | D |
| 1318 | hindsight-mcp Rbfinch/hindsight-mcp hindsight_activity_summaryhindsight_commit_detailshindsight_failing_tests+3 | 6 | <=2025-11-25 | 51/100 | D |
| 1319 | ico-mcp DarkhorseOne/ico-mcp getAllDataVersionsgetCurrentDataVersiongetRegistrationByNumber+4 | 7 | <=2025-11-25 | 51/100 | D |
| 1320 | index-mcp mosif16/index-mcp context_bundleindex_statusingest_codebase+3 | 6 | <=2025-11-25 | 51/100 | D |
| 1321 | inked coldielb/inked readwrite | 2 | 2026-07-28+ | 51/100 | D |
| 1322 | liquid ertad-family/liquid liquid_connectliquid_discoverliquid_estimate+5 | 8 | 2025-06-18+ | 51/100 | D |
| 1323 | llamaindex-mcp Vignesh010101/llamaindex-mcp add_dataread_data | 2 | 2026-07-28+ | 51/100 | D |
| 1324 | llm-sse-mcp-demo-2025 nlinhvu/llm-sse-mcp-demo-2025 getCurrentDateTimemultiplyNumberssetAlarm+1 | 4 | 2026-07-28+ | 51/100 | D |
| 1325 | local-ydb-toolkit astandrik/local-ydb-toolkit local_ydb_add_dynamic_nodeslocal_ydb_apply_schemalocal_ydb_auth_check+17 | 20 | 2026-07-28+ | 51/100 | D |
| 1326 | mcp-constraint-monitor fwornle/mcp-constraint-monitor check_constraintsget_constraint_statusget_violation_history+1 | 4 | <=2025-11-25 | 51/100 | D |
| 1327 | mcp-gateway docker/mcp-gateway | 0 | 2026-07-28+ | 51/100 | D |
| 1328 | mcp-java-server msmiths/mcp-java-server crawlextractmap+1 | 4 | 2026-07-28+ | 51/100 | D |
| 1329 | mcp-link TeamSparkAI/mcp-link reverse | 1 | <=2025-11-25 | 51/100 | D |
| 1330 | mcp-python what-the-func/mcp-python execute-python | 1 | 2026-07-28+ | 51/100 | D |
| 1331 | mcp-python-tutorial jhj0517/mcp-python-tutorial create_postcreate_usersearch_posts | 3 | 2026-07-28+ | 51/100 | D |
| 1332 | mcp-research-server-on-EC2 CyprianFusi/mcp-research-server-on-EC2 delete_research_topicdelete_research_topicget_topic_info+7 | 10 | 2026-07-28+ | 51/100 | D |
| 1333 | mcp-server Andy-Corrigan-98/mcp-server configuration_categoriesconfiguration_getconfiguration_list+5 | 8 | 2026-07-28+ | 51/100 | D |
| 1334 | mcp-server-chatsum chatmcp/mcp-server-chatsum query_chat_messages | 1 | 2026-07-28+ | 51/100 | D |
| 1335 | mcp-server-database kogunlowo123/mcp-server-database describe_tableexecute_migrationget_schema+3 | 6 | 2026-07-28+ | 51/100 | D |
| 1336 | mcp-sqlite cnosuke/mcp-sqlite create_tabledescribe_tablelist_tables+2 | 5 | <=2025-11-25 | 51/100 | D |
| 1337 | mcp-vibe-coding-tools ammilam/mcp-vibe-coding-tools analyze_error_logscreate_validation_scriptexecute_command+18 | 21 | 2026-07-28+ | 51/100 | D |
| 1338 | mcp_remote_server kuhu2707/mcp_remote_server add_expenselist_expensessummarize | 3 | 2026-07-28+ | 51/100 | D |
| 1339 | mnemo-mcp n24q02m/mnemo-mcp confighelpmemory+7 | 10 | <=2025-11-25 | 51/100 | D |
| 1340 | multi-memory-mcp DanNsk/multi-memory-mcp add_observationscreate_entitiescreate_relations+8 | 11 | 2026-07-28+ | 51/100 | D |
| 1341 | mysql-mcp-server sajithamma/mysql-mcp-server describe_tablelist_tablesrun_query | 3 | 2026-07-28+ | 51/100 | D |
| 1342 | nexus-dev mmornati/nexus-dev ask_agentfind_callersfind_implementations+26 | 29 | <=2025-11-25 | 51/100 | D |
| 1343 | ollama-agent-cli KishinInfoSec/ollama-agent-cli analyze_risk_levelcopy_filecreate_directory+14 | 17 | 2026-07-28+ | 51/100 | D |
| 1344 | ollama-mcp-server hyzhak/ollama-mcp-server chat_completioncpcreate+6 | 9 | 2026-07-28+ | 51/100 | D |
| 1345 | opentrace adham90/opentrace connectorsdatabaseerrors+4 | 7 | <=2025-11-25 | 51/100 | D |
| 1346 | opsmate Paffin/opsmate docker_compose_logsdocker_compose_psdocker_exec+27 | 30 | 2026-07-28+ | 51/100 | D |
| 1347 | pocket-data-scientist Real4LA/pocket-data-scientist compare_columnscorrelation_matrixdata_quality_report+10 | 13 | 2025-06-18+ | 51/100 | D |
| 1348 | pz-mcp-server wink-/pz-mcp-server analyze_modcheck_referencesgenerate_script+3 | 6 | 2026-07-28+ | 51/100 | D |
| 1349 | repo-mcp westkevin12/repo-mcp audit_gitignoreaudit_secretsdebug_echo+2 | 5 | 2026-07-28+ | 51/100 | D |
| 1350 | repomemory Lay4U/repomemory get_statsrecall_contextrecent_failures+4 | 7 | 2026-07-28+ | 51/100 | D |