MCP Server Quality Scores

Independent quality analysis of 44440 public MCP servers

44440
Discovered
29486
Scored
2111
Verified
16952
Complete

Last updated 11 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
◉ Complete Scores
1301
alx1p
Luma Events Claim
Discover events from Luma — search by category, city, distance, and keywords wi…
B 80 44 76 N/A N/A 50 95 93
1302
Koneisto
Control Home Assistant lights and scenes. Lights only by design for safety.
B 80 55 96 100 N/A 58 80 53
1303
peureka
agentlookup-mcp Claim
Search, discover, and register AI agents in the public registry at agentlookup.…
B 80 44 72 N/A N/A 50 95 96
1304
cristianoaredes
MCP Mobile Server Claim 1
Transforms AI assistants into mobile development powerhouses with 36 tools for …
B 80 55 71 82 N/A 48 95 100
1305
massive-com
mcp_massive Claim
An MCP server for Massive.com Financial Market Data
B 80 55 84 68 N/A 81 80 88
1306
aquasecurity
Trivy Claim
Trivy
B 80 55 86 66 76 81 92
1307
cronus42
Provides tools for interacting with the Transmission BitTorrent client via natu…
B 80 54 90 67 N/A 34 95 100
1308
Tylarcam
MCP Session Closer Claim 1
Gracefully closes Cursor work sessions by syncing context files across multiple…
B 80 55 96 100 N/A 38 95 50
1309
abdessamad-elamrani
MalwareAnalyzerMCP Claim 2
A specialized MCP server for Claude Desktop that allows executing terminal comm…
B 80 55 84 100 N/A 30 94 75
1310
aplaceforallmystuff
mcp-pihole Claim
Pi-hole v6 MCP server - manage DNS blocking, stats, whitelists/blacklists
B 80 54 90 65 N/A 58 83 99
1311
hannesrudolph
mcp-ragdocs Claim 2
An MCP server implementation that provides tools for retrieving and processing …
B 80 54 79 71 N/A 56 90 99
1312
cyanheads
atlas-mcp-server Claim
A Model Context Protocol (MCP) server for ATLAS, a Neo4j-powered task managemen…
B 80 54 94 51 N/A 71 90 91
1313
rog0x
git Claim
Git log, diff, blame, branch stats for AI agents
B 80 44 72 N/A N/A 55 95 93
1314
joshrutkowski
applescript-mcp Claim 1
Enables LLM applications to interact with macOS through AppleScript.
B 80 55 92 82 N/A 55 95 66
1315
HenkDz
A protocol server that enables interaction with self-hosted Supabase instances …
B 80 55 92 75 41 82 99
1316
exjskdjsdfks
⚙️ Enable AI agents to conduct autonomous penetration testing on any Linux dist…
B 80 54 90 66 N/A 52 88 99
1317
brenoepics
prometheus-rs Claim
Query Prometheus from CLI or any MCP client, with retries, caching, and an opti…
B 80 54 92 43 N/A 71 95 100
1318
img-src-io
mcp Claim 3
MCP server for img-src.io Image CDN - upload, transform, and deliver images thr…
B 80 55 71 100 N/A 76 78 75
1319
c0webster
A security-hardened integration that enables Claude to interact with Google Wor…
B 80 55 78 82 N/A 49 90 93
1320
visaacceptance
The Visa Acceptance Model Context Protocol server allows you to integrate with …
B 80 55 96 70 46 81 95
1321
abyssbugg
Task Manager Claim
Enables users to manage tasks through a simple JSON file interface. Provides ba…
B 80 54 90 58 N/A 59 95 95
1322
bucketeer-io
Bucketeer MCP Server Claim 1
A Model Context Protocol server that enables management of feature flags in Buc…
B 80 55 77 77 76 81 91
1323
sota-deploy
sota Claim
Deploy web apps via AI agents with sota.io. 9 tools for deploy, logs, env, and …
B 80 54 84 68 N/A 62 89 95
1324
Hannes221
kali-mcp Claim
Provides an MCP interface to a full Kali Linux environment running in Docker, e…
B 80 44 70 N/A N/A 53 95 99
1325
GethosTheWalrus
temporal Claim 1
MCP support for Temporal. A comprehensive set of tools for interacting with wor…
B 80 55 72 91 79 85 75
1326
magarcia
mcp-server-giphy Claim
Search and retrieve GIFs from Giphy's vast library through the Giphy API.
B 80 55 96 51 69 83 100
1327
gkatechis
MCP Indexer Claim 1
Enables semantic code search across multiple repositories using natural languag…
B 80 54 94 56 N/A 51 92 100
1328
nosolosoft
Integrates the OpenCode AI coding agent into MCP-compatible clients, allowing u…
B 80 54 100 61 N/A 45 90 94
1329
rolliinc
mcp Claim
Social media search, expert discovery, and analytics across X, Reddit, YouTube,…
B 80 54 76 73 N/A 70 83 100
1330
vs4vijay
espresso-mcp Claim 1
espresso-mcp
B 80 55 72 82 N/A 67 95 79
1331
Ansvar-Systems
croatian-law-mcp Claim
Croatian legislation via MCP — full-text search across statutes and provisions
B 80 54 71 93 N/A 42 95 91
1332
citizenteam
Enables deployment and management of applications on the Citizen platform from …
B 80 55 78 100 34 80 94
1333
Dishant27
Enables interaction with X (formerly Twitter), allowing for posting tweets, sea…
B 80 55 96 75 39 80 100
1334
timothywarner-org
🧠 Stop building AI that forgets. Master MCP (Model Context Protocol) with produ…
B 80 54 90 55 N/A 59 95 96
1335
launch-it-labs
log-reducer Claim
Reduces log files for AI consumption — 50-90% token reduction via 18 determinis…
B 80 54 90 68 N/A 58 90 90
1336
kobzevvv
MoldSim MCP Server Claim 1
Injection molding simulation expertise — materials, process validation, and DFM…
B 80 55 90 100 N/A 57 92 50
1337
vujasinovic
An MCP server that enables AI assistants to navigate, search, and analyze local…
B 80 54 75 68 N/A 71 95 90
1338
rodgomesc
A VSCode and Cursor extension that captures real-time terminal output and expos…
B 80 54 90 51 N/A 63 95 98
1339
darshjoshi
F1 race engineer for Claude — 67 tools for telemetry, strategy, and 75 years of…
B 80 44 72 N/A N/A 50 95 99
1340
minagishl
N Lobby MCP Server Claim 2
A Model Context Protocol server that provides secure access to N Lobby school p…
B 80 54 77 66 N/A 67 95 96
1341
utensils
mcp-nixos Claim
MCP server providing accurate information about NixOS packages, system options,…
B 80 54 84 66 N/A 75 90 85
1342
MarkusPfundstein
mcp-gsuite Claim
Integration with gmail and Google Calendar.
B 80 55 96 68 48 80 100
1343
AbhinavBansal17
Enables reading and sending Gmail messages in headless/remote environments with…
B 80 55 96 71 47 81 94
1344
UI5
MCP server for UI5 Web Components development assistance
B 80 54 75 65 N/A 82 90 92
1345
ruanodendaal
Connects Bear Notes to AI assistants using semantic search and RAG (Retrieval-A…
B 80 54 94 55 N/A 51 95 95
1346
domdomegg
Airtable Claim
Read and write access to Airtable database schemas, tables, and records.
B 80 54 78 63 N/A 78 87 97
1347
l4b4r4b4b4
portfolio-mcp Claim
A portfolio analysis MCP server that enables AI agents to manage investment por…
B 80 55 84 62 77 82 95
1348
kenforthewin
Docker MCP Server Claim
Enables secure execution of shell commands and file operations within isolated …
B 80 55 90 71 52 81 98
1349
grizzlypeaksoftware
Enables AI assistants to interact with Azure DevOps to manage work items, Git r…
B 80 55 86 72 58 81 96
1350
shelfio
Datadog MCP Server Claim
Enables comprehensive Datadog monitoring capabilities including CI/CD pipeline …
B 80 55 100 60 60 82 93
Showing 1301–1350 of 44440 servers
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