MCP Server Quality Scores

Independent quality analysis of 44440 public MCP servers

44440
Discovered
29486
Scored
2111
Verified
16952
Complete

Last updated 1 hour, 44 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
◉ Complete Scores
1351
drunnells
Enables LLMs to interact with and control the Pulsar text editor through a vari…
B 80 54 86 70 N/A 48 90 96
1352
opgginc
opgg-mcp Claim
Access real-time gaming data across popular titles like League of Legends, TFT,…
B 80 66 78 66 95 77 81 86
1353
NimbleBrainInc
upjack Claim
Declarative AI-native application framework — schema-driven entities, Markdown …
B 80 54 96 55 N/A 66 94 84
1354
cronus42
Provides tools for interacting with the Transmission BitTorrent client via natu…
B 80 54 90 67 N/A 34 95 100
1355
lininn
GitLab Review MCP Claim
Enables code review operations on GitHub and GitLab, including fetching pull/me…
B 80 55 84 100 77 81 52
1356
Ansvar-Systems
philippine-law-mcp Claim
Philippine legislation via MCP — full-text search across statutes and provisions
B 80 54 75 93 N/A 35 95 91
1357
anggasct
MCP-Insomnia Claim
Enables AI agents to create, manage, and execute API collections, requests, and…
B 80 55 96 51 77 76 99
1358
Skvil-IA
skvil-mcp Claim
Enables AI assistants to verify, scan, and check on-chain security certificatio…
B 80 55 72 100 53 82 88
1359
oschina
mcp-gitee Claim 1
mcp-gitee is a Model Context Protocol (MCP) server implementation for Gitee. It…
B 80 54 75 80 N/A 57 95 90
1360
bunkerapps
Enables AI assistants to search products, compare prices, and find the best dea…
B 80 55 90 68 58 82 95
1361
sweetrb
apple-notes-mcp Claim 1
MCP server for Apple Notes - create, search, update, and manage notes via Claud…
B 80 54 79 63 N/A 80 90 90
1362
healkeiser
fxhoudinimcp Claim 1
Comprehensive MCP server for SideFX Houdini, offering 168 tools across 19 categ…
B 80 55 66 82 N/A 66 87 97
1363
nuskey8
Godot Docs MCP Claim
Enables AI agents to search and retrieve information from the official Godot ga…
B 80 55 90 66 59 81 100
1364
superdwayne
8th Wall MCP Server Claim 1
Enables building WebAR experiences using natural language through tools for Thr…
B 80 55 72 82 70 81 94
1365
isuzu-shiranui
UnityMCP Claim
Unity Editor integration with Model Context Protocol (MCP) enabling AI assistan…
B 80 54 84 58 N/A 59 95 100
1366
liuhao6741
OpenClaw Memory Claim
Automatically records AI conversation turns and code changes to local Markdown …
B 80 55 72 82 N/A 55 95 93
1367
cmd8
excalidraw-mcp Claim
Model Context Protocol server for Excalidraw diagrams.
B 80 54 78 60 N/A 73 95 96
1368
prixite
Zulip MCP Server Claim
Enables AI agents to interact with Zulip by reading, sending, and searching mes…
B 80 55 78 72 72 80 98
1369
takumi0706
google-calendar-mcp Claim 1
An MCP server to interface with the Google Calendar API. Based on TypeScript.
B 80 55 81 72 78 82 88
1370
SerPepe
Ask MCP Claim 1
Provides access to multiple AI models (Grok, Gemini 2.5 Pro, Kimi, Qwen3 Coder,…
B 80 55 100 66 42 80 100
1371
lofder
dsers-mcp-product Claim
Automate AliExpress/Alibaba dropshipping product import to Shopify or Wix via D…
B 80 54 71 80 53 95 96
1372
ClecknerT
Provides secure, policy-controlled wallet infrastructure for AI agents to auton…
B 80 55 84 71 65 78 99
1373
vladzima
Enables interaction with WorkFlowy's outline and task management system through…
B 80 55 88 73 54 81 96
1374
tanis2010
Yuque MCP Server Claim
Enables interaction with Yuque (语雀) knowledge base platform through their API. …
B 80 55 80 71 68 82 99
1375
delega-dev
delega Claim
Task management API for AI agents. Create, delegate, and track tasks via MCP.
B 80 54 76 72 N/A 83 81 94
1376
qianniuspace
mcp-security-audit Claim
B 80 55 96 58 72 82 91
1377
trillboards
DOOH advertising via AI agents. 5,000+ screens with edge AI audience intelligen…
B 80 66 96 70 92 50 82 81
1378
adminhuan
Smart Search MCP Claim
Provides 14 enhanced intelligent search tools for both international platforms …
B 80 54 90 53 N/A 67 95 93
1379
vanderheijden86
A Model Context Protocol server that connects AI assistants like Claude to Mone…
B 80 54 92 68 59 88 87
1380
Koneisto
Control Home Assistant lights and scenes. Lights only by design for safety.
B 80 55 96 100 N/A 58 80 53
1381
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
1382
ofershap
Create, read, update, list, and search GitHub Gists from your IDE.
B 80 54 76 66 62 95 98
1383
joshrutkowski
applescript-mcp Claim 1
Enables LLM applications to interact with macOS through AppleScript.
B 80 55 92 82 N/A 55 95 66
1384
Rookie0x80
DOCX-MCP Claim
Enables comprehensive Microsoft Word document manipulation through the Model Co…
B 80 55 84 82 N/A 28 95 99
1385
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
1386
shwetank-dev
mcp-calendly Claim
Enables interaction with Calendly to manage event types, scheduled events, and …
B 80 55 84 65 72 82 99
1387
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
1388
kj455
mcp-kibela Claim
📇 ☁️ Allows AI models to interact with [Kibela](https://kibe.la/)
B 80 54 94 51 N/A 66 90 96
1389
HenkDz
A protocol server that enables interaction with self-hosted Supabase instances …
B 80 55 92 75 41 82 99
1390
hendrickcastro
MCP CosmosDB Claim 1
A Model Context Protocol server for Azure CosmosDB database operations that pro…
B 80 55 63 100 58 81 94
1391
doko89
Enables personal project documentation management through local markdown files …
B 80 55 78 100 N/A 26 95 83
1392
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
1393
SourceParts
Source Parts Claim
Electronic component sourcing, BOM management, and PCB design workflows.
B 80 55 84 82 56 81 90
1394
roboticforce
Sugar Claim 1
Autonomous AI development system with persistent task queue and background exec…
B 80 54 96 65 N/A 71 75 91
1395
TimEvans
Claude Session MCP Claim 2
Provides Claude Code with programmatic session awareness to track context usage…
B 80 55 90 91 N/A 24 92 85
1396
aserper
Provides LLMs with real-time access to up-to-date documentation from PyPI, npm,…
B 80 55 84 82 61 81 84
1397
jasondk
Clangaroo Claim
Provides fast C++ code intelligence for LLMs by combining Tree-sitter parsing w…
B 80 54 96 57 N/A 55 90 94
1398
grizzlypeaksoftware
Enables AI assistants to interact with Azure DevOps to manage work items, Git r…
B 80 55 86 72 58 81 96
1399
florinel-chis
Provides instant, offline access to comprehensive PrestaShop development docume…
B 80 55 84 82 49 81 96
1400
jscianna
Enables peer discovery and direct messaging between multiple Codex sessions run…
B 80 44 66 N/A N/A 57 95 100
Showing 1351–1400 of 44440 servers
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