MCP Server Quality Scores

Independent quality analysis of 66402 public MCP servers

66402
Discovered
31753
Scored
2112
Verified
16953
Complete

Last updated 1 hour, 51 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
◉ Complete Scores
1351
huangfeng19820712
MySQL MCP Server Claim
Enables AI models to interact with MySQL databases through a standardized inter…
B 80 55 96 58 63 81 99
1352
visaacceptance
The Visa Acceptance Model Context Protocol server allows you to integrate with …
B 80 55 96 70 46 81 95
1353
giovanemartins
localstack Claim 2
MCP server for LocalStack AWS services, enabling AI agents to interact with loc…
B 80 55 73 100 N/A 72 75 76
1354
aidongise-cell
Prism Scanner Claim
Security scanner for AI Agent skills, plugins, and MCP servers with A-F grading.
B 80 44 67 N/A N/A 59 95 97
1355
ajtgjmdjp
estat-mcp Claim 1
MCP server for Japan's e-Stat (Government Statistics Portal). Search statistica…
B 80 54 69 75 N/A 73 94 89
1356
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
1357
massive-com
Provides an LLM-friendly interface to the Massive.com financial data API throug…
B 80 55 84 68 81 80 88
1358
growilabs
growi-mcp-server Claim
Official MCP Server to integrate with GROWI APIs.
B 80 55 88 72 60 82 91
1359
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
1360
LeonMelamud
MySQL MCP Server Claim
A powerful server that enables AI agents to interact with MySQL databases, exec…
B 80 55 100 66 45 81 97
1361
houtini-ai
fanout Claim
Multi-URL comparative content analysis with topical gap detection
B 80 55 90 100 N/A 59 87 52
1362
wagnerlabs
A read-only Model Context Protocol server that enables LLMs to search, list, an…
B 80 54 82 72 53 92 96
1363
joachimBrindeau
Domain MCP Claim
Enables natural language domain management through Dynadot, supporting domain r…
B 80 55 88 68 70 83 91
1364
jordanburke
reddit-mcp-server Claim 2
Reddit MCP server with full read/write - posts, comments, search, and content c…
B 80 54 84 72 N/A 81 67 99
1365
skippr-hq
Enables AI coding agents to discover, understand, and fix product issues (UX in…
B 80 54 72 65 N/A 80 92 94
1366
bsangars
MPO MCP Server Claim
Enables AI assistants to interact with GitHub repositories, Confluence document…
B 80 55 90 87 29 81 96
1367
gagarinyury
Enables AI assistants to interact with Bitget cryptocurrency exchange for spot …
B 80 55 100 68 40 80 100
1368
inkdropapp
Inkdrop MCP Server Claim
Integrates Inkdrop note-taking app with Claude AI through Model Context Protoco…
B 80 54 74 68 N/A 78 87 98
1369
nosolosoft
Integrates the OpenCode AI coding agent into MCP-compatible clients, allowing u…
B 80 54 100 61 N/A 45 90 94
1370
malloryai
Mallory MCP Server Claim
A robust Model Control Protocol server that enables AI agents to access real-ti…
B 80 55 74 82 68 81 96
1371
batianVolyc
Enables remote control of AI coding assistants (Claude Code/Codex) via Telegram…
B 80 55 90 91 56 81 71
1372
Ansvar-Systems
jamaican-law-mcp Claim 1
Jamaican legislation via MCP — full-text search across statutes and provisions
B 80 54 71 93 N/A 35 95 93
1373
1405942836
appium-mcp-server Claim
Enables AI assistants to perform mobile device automation testing via Appium th…
B 80 54 90 61 N/A 48 91 100
1374
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
1375
SourceParts
Source Parts Claim
Electronic component sourcing, BOM management, and PCB design workflows.
B 80 55 84 82 56 81 90
1376
kenforthewin
Docker MCP Server Claim
Enables secure execution of shell commands and file operations within isolated …
B 80 55 90 71 52 81 98
1377
j-shelfwood
A bridge server that allows LLM tools to interact with an Obsidian vault throug…
B 80 54 78 71 N/A 63 90 95
1378
sammcj
Enables LLMs to interact with GitHub issues by providing details as tasks, allo…
B 80 55 90 70 61 82 94
1379
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
1380
mastrophot
MCP smart contract scanner with NEAR-focused security context.
B 80 54 78 63 N/A 74 94 93
1381
inakianduaga
Clockify MCP Claim 1
Clockify MCP
B 80 55 86 95 47 82 79
1382
kael-bit
engram-rs Claim
Hierarchical memory engine for AI agents with automatic decay, promotion, seman…
B 80 54 76 70 N/A 80 83 94
1383
rationalbloks
RationalBloks Claim 1
Deploy production REST APIs from JSON schemas in seconds. Manage projects, sche…
B 80 66 84 100 89 35 70 90
1384
vasylenko
bear-notes-mcp Claim 1
MCP Server for Bear note taking app available as Claude Desktop extension or st…
B 80 44 60 N/A N/A 73 95 97
1385
TeamSparkAI
mcpGraph Claim 1
Enables orchestration of MCP tool calls through declarative YAML-defined direct…
B 80 55 96 61 58 82 97
1386
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
1387
MushroomFleet
Enhance your transcription workflow with intelligent processing capabilities. A…
B 80 54 96 53 N/A 55 90 99
1388
c0tton-fluff
MCP server for Caido proxy integration. Enables AI assistants like Claude Code …
B 80 44 57 N/A N/A 76 95 96
1389
lihongjie0209
DOCX MCP Server Claim 1
Enables creation, editing, and management of Word documents through JSON schema…
B 80 55 84 82 62 81 84
1390
florinel-chis
Provides instant, offline access to comprehensive PrestaShop development docume…
B 80 55 84 82 49 81 96
1391
tylerstoltz
ODBC MCP Server Claim
Enables LLM tools like Claude Desktop to query databases via ODBC connections, …
B 80 54 100 58 N/A 38 95 99
1392
Kanne87
kg-mcp Claim 1
A Knowledge Graph MCP server optimized for LLM context efficiency through compa…
B 80 66 90 86 87 25 82 90
1393
iceener
Files MCP Server Claim
Enables AI agents to safely explore directories, read files, search content by …
B 80 54 96 75 N/A 32 95 88
1394
gabeosx
freedcamp Claim
freedcamp
B 80 55 88 73 60 81 92
1395
pathmodeio
Pathmode Claim 2
Socratic AI that turns vague problems into structured intent specs — objective,…
B 80 55 88 82 52 83 88
1396
porkll
SiYuan MCP Server Claim
Enables interaction with SiYuan Note through its API for comprehensive note man…
B 80 54 78 66 N/A 58 95 99
1397
GethosTheWalrus
Temporal MCP Server Claim 1
Enables AI assistants to manage Temporal workflows, schedules, and workflow exe…
B 80 55 72 91 79 85 75
1398
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
1399
grizzlypeaksoftware
Enables AI assistants to interact with Azure DevOps to manage work items, Git r…
B 80 55 86 72 58 81 96
1400
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
Showing 1351–1400 of 66402 servers
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