MCP Server Quality Scores

Independent quality analysis of 67181 public MCP servers

67181
Discovered
32311
Scored
2112
Verified
16953
Complete

Last updated 1 hour, 26 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
◉ Complete Scores
1301
flight505
MCP Think Tank Claim
Provides AI assistants with enhanced reasoning capabilities through structured …
B 80 54 90 61 N/A 52 95 93
1302
antonio-mello-ai
mcp-pfsense Claim
Manage pfSense firewalls through AI assistants — rules, DHCP, DNS, and more
B 80 55 66 82 N/A 65 95 89
1303
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
1304
rog0x
mcp-json-tools Claim
An MCP server that provides tools for JSON validation, diffing, and transformat…
B 80 44 72 55 95 95
1305
claude-did-this
MCPControl Claim 1
MCP server for Windows OS automation
B 80 55 86 66 N/A 74 81 93
1306
yostos
jrnl MCP Server Claim
A server that enables Claude to access and search through command-line journal …
B 80 54 78 58 N/A 79 92 94
1307
Skeyelab
Directus MCP Server Claim 1
Enables comprehensive management of Directus instances through tools for schema…
B 80 55 84 71 65 83 94
1308
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
1309
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
1310
Vortiago
Tekna Events & News Claim 1
MCP server for Tekna events and news
B 80 44 57 N/A N/A 71 95 99
1311
aaronsb
Salesforce Cloud Claim 1
Salesforce CRM integration — opportunities, accounts, SOQL, file downloads, ana…
B 80 44 80 N/A N/A 69 75 95
1312
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
1313
vinbg
Connects Claude AI to Interactive Brokers accounts to enable real-time portfoli…
B 80 64 96 63 95 25 95 91
1314
kj455
mcp-kibela Claim
📇 ☁️ Allows AI models to interact with [Kibela](https://kibe.la/)
B 80 54 94 51 N/A 66 90 96
1315
DownAtTheBottomOfTheMoleHole
infracost Claim 2
MCP server for Infracost CLI integration - cloud cost estimates for Infrastruct…
B 80 55 81 100 N/A 82 95 38
1316
entro314-labs
Generates all required web app icons and manifest files from a single source im…
B 80 54 94 61 N/A 50 92 92
1317
growilabs
growi-mcp-server Claim
Official MCP Server to integrate with GROWI APIs.
B 80 55 88 72 60 82 91
1318
moonray
Figma MCP Server Claim 1
Facilitates the analysis of Figma file structures by extracting node hierarchie…
B 80 55 100 71 40 82 92
1319
JereSalguero30
Salesforce MCP Server Claim 1
Enables natural language interactions with Salesforce data and metadata, allowi…
B 80 55 78 100 40 81 88
1320
better-auth
Better Icons Claim
Provides access to over 200,000 icons from 150+ collections with features for s…
B 80 55 82 65 76 82 94
1321
outris-dev-user
outris-identity-mcp Claim 1
Identity resolution MCP server for phone/email lookups across 31+ services. Glo…
B 80 66 69 86 90 48 81 99
1322
OtherVibes
mcp-as-a-judge Claim
MCP as a Judge: a behavioral MCP that strengthens AI coding assistants via expl…
B 80 55 60 82 N/A 81 95 86
1323
ruanodendaal
Connects Bear Notes to AI assistants using semantic search and RAG (Retrieval-A…
B 80 54 94 55 N/A 51 95 95
1324
SwamiRama
A production-ready MCP server that provides secure, delegated access to Microso…
B 80 55 100 46 76 81 98
1325
jonigl
ollama-mcp-bridge Claim
Extend the Ollama API with dynamic AI tool integration from multiple MCP (Model…
B 80 54 96 35 N/A 84 92 98
1326
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
1327
shwetank-dev
mcp-calendly Claim
Enables interaction with Calendly to manage event types, scheduled events, and …
B 80 55 84 65 72 82 99
1328
ykarapazar
word-mcp-live Claim 1
Enables AI assistants to edit Microsoft Word documents live while they are open…
B 80 55 90 82 N/A 61 75 83
1329
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
1330
nickgnd
tmux-mcp Claim 2
A MCP server for our beloved terminal multiplexer tmux.
B 80 55 57 100 N/A 53 90 98
1331
nirholas
agenti Claim
Enables any MCP-compatible LLM client to autonomously hold, spend, earn, and re…
B 80 54 76 70 72 90 93
1332
VAST-AI-Research
Tripo MCP Server Claim 1
Provides an interface between AI assistants and Tripo AI via Model Context Prot…
B 80 55 74 82 N/A 62 84 97
1333
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
1334
arabold
docs-mcp-server Claim
Grounded Docs MCP Server: Open-Source Alternative to Context7, Nia, and Ref.Too…
B 80 54 84 43 N/A 91 94 94
1335
qso-graph
adif-mcp Claim 1
Provides safe, typed access to Amateur Radio logging data with ADIF validation,…
B 80 55 76 82 68 95 74
1336
yokingma
time-mcp Claim 1
⏰ Time MCP Server: Giving LLMs Time Awareness Capabilities
B 80 55 78 100 N/A 69 95 52
1337
SampsonKY
sl-test Claim
sl-test
B 80 54 90 61 N/A 54 95 92
1338
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
1339
wagnerlabs
A read-only Model Context Protocol server that enables LLMs to search, list, an…
B 80 54 82 72 53 92 96
1340
ericyangpan
Enables decoding QR codes from images provided as either base64 data URLs or HT…
B 80 55 86 100 43 81 75
1341
d3v1an
SSH MCP Server Claim
Enables remote server administration via SSH, supporting command execution, SFT…
B 80 54 78 68 71 87 99
1342
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
1343
gurvinder-dhillon
PowerBI MCP Server Claim
Enables AI assistants to query PowerBI workspaces, datasets, and execute DAX qu…
B 80 55 84 74 75 81 87
1344
Quinncuatro
Jane Claim
Jane is an MCP server that transforms team documentation and project specificat…
B 80 54 94 73 N/A 23 95 98
1345
YUZU-Hub
Generate 12V/24V/48V wiring diagrams and size wires, fuses, batteries, solar, a…
B 80 66 71 100 85 37 81 96
1346
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
1347
JonyanDunh
Integrates Brave Search API to enable web, image, video, news, and local busine…
B 80 55 94 72 45 81 98
1348
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
1349
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
1350
dan1d
dolar-mcp Claim
Argentine exchange rates for AI agents via DolarAPI. Dollar blue, oficial, MEP,…
B 80 55 66 100 69 81 85
Showing 1301–1350 of 67181 servers
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