MCP Server Quality Scores

Independent quality analysis of 67181 public MCP servers

67181
Discovered
32311
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
pilat
mcp-datalink Claim 2
MCP server for secure database access (PostgreSQL, MySQL, SQLite) with paramete…
B 80 54 85 61 N/A 64 92 96
1352
etsd-tech
mcp-pointer Claim
Visual DOM element selector for agentic coding tools. Chrome extension + MCP se…
B 80 54 84 56 N/A 75 90 94
1353
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
1354
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
1355
bunkerapps
Enables AI assistants to search products, compare prices, and find the best dea…
B 80 55 90 68 58 82 95
1356
jayozer
MCP Outlook Server Claim
Enables sending emails through Microsoft Outlook using the Microsoft Graph API.…
B 80 66 100 66 90 42 81 90
1357
tushar-badhwar
NLSQL MCP Server Claim
A Node.js package that provides a Model Context Protocol server for converting …
B 80 54 92 62 N/A 46 95 94
1358
vujasinovic
An MCP server that enables AI assistants to navigate, search, and analyze local…
B 80 54 75 68 N/A 71 95 90
1359
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
1360
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
1361
titanzero
Outlook Assistant Claim 1
MCP server for Claude to access Outlook data via Microsoft Graph API
B 80 54 85 66 N/A 51 92 100
1362
sweeden-ttu
Provides secure access to Canvas LMS at Texas Tech University, enabling Claude …
B 80 55 88 76 47 80 100
1363
railsware
Coupler Analytics Claim
Analytics Coupler.io MCP bridges your business data to AI for fast and smart an…
B 80 55 86 72 65 81 94
1364
h3ro-dev
An MCP server that provides AI assistants with team analytics capabilities for …
B 80 55 75 77 69 81 98
1365
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
1366
Dishant27
Enables interaction with X (formerly Twitter), allowing for posting tweets, sea…
B 80 55 96 75 39 80 100
1367
Angry-Robot-Deals
Sys8 MCP Server Claim
Provides deterministic system information and developer utilities including dat…
B 80 55 78 100 50 81 80
1368
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
1369
StacklokLabs
osv-mcp Claim
Access the OSV (Open Source Vulnerabilities) database for vulnerability informa…
B 80 55 86 62 78 81 92
1370
byul-ai
mcp-byul Claim
The Byul Finance MCP provides real-time financial data via the Byul API, includ…
B 80 54 92 71 N/A 43 95 90
1371
kj455
mcp-kibela Claim
📇 ☁️ Allows AI models to interact with [Kibela](https://kibe.la/)
B 80 54 94 51 N/A 66 90 96
1372
eznix86
MCP Gateway Claim
Aggregates multiple Model Context Protocol servers into a single gateway to pro…
B 80 55 92 60 76 80 92
1373
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
1374
mcp-use
mcp-use Claim
The fullstack MCP framework to develop MCP Apps for ChatGPT / Claude & MCP Serv…
B 80 55 90 62 N/A 82 78 89
1375
Ansvar-Systems
eu-regulations-mcp Claim
Query 47 EU regulations (GDPR, NIS2, DORA, AI Act) - 2,438 articles, 3,712 reci…
B 80 54 69 85 N/A 56 95 90
1376
cedricvidal
Memorious MCP Claim
Provides AI assistants with long-term semantic memory capabilities through loca…
B 80 55 76 82 N/A 50 95 89
1377
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
1378
automators-com
Enables AI models to generate synthetic data, manage templates and connections,…
B 80 55 80 71 74 81 97
1379
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
1380
yokingma
time-mcp Claim 1
⏰ Time MCP Server: Giving LLMs Time Awareness Capabilities
B 80 55 78 100 N/A 69 95 52
1381
alisaitteke
npm-mcp Claim 2
MCP server for npm package management, security analysis, and compatibility che…
B 80 55 85 100 N/A 58 95 48
1382
vanderheijden86
A Model Context Protocol server that connects AI assistants like Claude to Mone…
B 80 54 92 68 59 88 87
1383
trillboards
DOOH advertising via AI agents. 5,000+ screens with edge AI audience intelligen…
B 80 66 96 70 92 50 82 81
1384
confluentinc
mcp-confluent Claim
Confluent integration to interact with Confluent Kafka and Confluent Cloud REST…
B 80 55 78 75 75 80 93
1385
ragieai
Dynamic FastMCP extends the Model Context Protocol Python server with context-a…
B 80 54 96 70 N/A 28 95 94
1386
viktorlarsson
openfigi Claim
Map financial identifiers (ISIN, CUSIP, SEDOL, Ticker) to FIGIs via OpenFIGI API
B 80 54 84 62 N/A 71 83 100
1387
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
1388
metareflection
Enables LLMs to run rule-based molecular interaction simulations using the Kapp…
B 80 66 84 86 88 40 81 91
1389
lex-tools
A Model Context Protocol (MCP) server designed to easily dump your codebase con…
B 80 54 90 63 N/A 59 92 91
1390
shiquda
roadmap-skill Claim 2
Enables AI agents and humans to collaboratively plan and manage tasks with a sh…
B 80 55 96 65 N/A 61 94 76
1391
cmd8
excalidraw-mcp Claim
Model Context Protocol server for Excalidraw diagrams.
B 80 54 78 60 N/A 73 95 96
1392
mhmzdev
figma-flutter-mcp Claim
An MCP server that provides the coding agents Figma's design token to write Flu…
B 80 55 84 70 N/A 80 81 88
1393
gagarinyury
Enables AI assistants to interact with Bitget cryptocurrency exchange for spot …
B 80 55 100 68 40 80 100
1394
dmayboroda
minima Claim
On-premises conversational RAG with configurable containers
B 80 54 84 63 N/A 61 90 97
1395
blackaxgit
ssh-mcp Claim
Enables AI assistants to execute shell commands and transfer files via SFTP acr…
B 80 54 82 68 N/A 60 90 98
1396
goPluto-ai
GoPluto MCP Claim
Enables AI assistants to access fresh service provider knowledge, routing rules…
B 80 66 86 76 90 42 81 95
1397
tjp2021
mcp-thinkgate Claim 1
Auto-classifies prompt complexity and routes to the right Claude thinking mode.…
B 80 55 84 100 N/A 68 83 57
1398
inakianduaga
Clockify MCP Claim 1
Clockify MCP
B 80 55 86 95 47 82 79
1399
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
1400
HCF-S
A secure local DID signer for AmikoNet that manages private keys and creates cr…
B 80 66 100 66 89 39 82 91
Showing 1351–1400 of 67181 servers
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