MCP Server Quality Scores

Independent quality analysis of 59993 public MCP servers

59993
Discovered
29913
Scored
2112
Verified
16953
Complete

Last updated 34 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
◉ Complete Scores
1301
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
1302
Angry-Robot-Deals
Sys8 MCP Server Claim
Provides deterministic system information and developer utilities including dat…
B 80 55 78 100 50 81 80
1303
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
1304
anggasct
MCP-Insomnia Claim
Enables AI agents to create, manage, and execute API collections, requests, and…
B 80 55 96 51 77 76 99
1305
universal-tool-calling-protocol
code-mode Claim
🔌 Plug-and-play library to enable agents to call MCP and UTCP tools via code ex…
B 80 54 84 67 N/A 61 95 88
1306
exjskdjsdfks
⚙️ Enable AI agents to conduct autonomous penetration testing on any Linux dist…
B 80 54 90 66 N/A 52 88 99
1307
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
1308
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
1309
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
1310
caffeineflo
Portainer MCP Server Claim 1
Enables AI assistants to manage Docker containers, stacks, images, volumes, and…
B 80 55 100 72 39 82 95
1311
pnizer
wweb-mcp Claim
WhatsApp Web MCP Server
B 80 54 86 68 N/A 51 90 100
1312
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
1313
egulatee
codecov Claim 2
MCP server for querying Codecov coverage data with configurable URL support
B 80 54 79 71 N/A 77 83 93
1314
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
1315
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
1316 B 80 54 84 71 N/A 49 95 96
1317
vapvarun
WP Astro MCP Claim 2
An MCP server that automates the migration of WordPress sites into production-r…
B 80 55 81 100 51 81 78
1318
imprvhub
An integration that allows Claude Desktop to interact with Hacker News using th…
B 80 55 90 58 67 83 98
1319 B 80 54 94 61 N/A 50 92 94
1320
marckrenn
rtfmbro-mcp Claim
rtfmbro provides always-up-to-date, version-specific package documentation as c…
B 80 66 96 76 86 36 81 92
1321
peadams21
Provides comprehensive Google Calendar integration capabilities allowing AI ass…
B 80 55 94 75 42 80 98
1322
shensi8312
blogburst-mcp-server Claim 1
AI content generation, repurposing, and multi-platform publishing with [BlogBur…
B 80 54 90 67 47 95 91
1323
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
1324
SackeyDavid
Enables sending end-of-day (EOD) status updates directly to Slack channels from…
B 80 55 78 100 N/A 26 95 83
1325
steiner385
Enables AI assistants to manage GitHub issues using deterministic priority scor…
B 80 54 72 72 N/A 74 95 89
1326
Ansvar-Systems
ethiopian-law-mcp Claim
Ethiopia legislation via MCP -- full-text search across statutes and provisions
B 80 54 75 93 N/A 34 95 91
1327
Use-Tusk
Tusk Drift MCP Claim
Enables AI assistants to search, analyze, and debug application API traffic cap…
B 80 55 94 72 56 80 89
1328
massive-com
Provides an LLM-friendly interface to the Massive.com financial data API throug…
B 80 55 84 68 81 80 88
1329
profitelligence
mcp-server Claim
Financial intelligence: insider trades, SEC filings, 13F holdings, and market s…
B 80 66 75 80 92 54 81 95
1330
metareflection
Enables LLMs to run rule-based molecular interaction simulations using the Kapp…
B 80 66 84 86 88 40 81 91
1331
domdomegg
Barcode Scanner Claim 1
Scan and generate barcodes and QR codes.
B 80 55 78 100 N/A 73 95 47
1332
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
1333
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
1334
zcsabbagh
An MCP server for tracking student learning via a knowledge graph, with spaced …
B 80 55 90 82 N/A 45 81 89
1335
inakianduaga
Clockify MCP Claim 1
Clockify MCP
B 80 55 86 95 47 82 79
1336
sinjab
Enables extraction of YouTube video information including metadata (title, desc…
B 80 55 96 66 52 82 94
1337
joshrutkowski
applescript-mcp Claim 1
Enables LLM applications to interact with macOS through AppleScript.
B 80 55 92 82 N/A 55 95 66
1338
Web3ViraLabs
ERPNext MCP Server Claim
Enables AI assistants to interact with ERPNext/Frappe instances through the RES…
B 80 55 94 68 47 81 100
1339
ruanodendaal
Connects Bear Notes to AI assistants using semantic search and RAG (Retrieval-A…
B 80 54 94 55 N/A 51 95 95
1340
cronus42
Provides tools for interacting with the Transmission BitTorrent client via natu…
B 80 54 90 67 N/A 34 95 100
1341
nitish-raj
SearXNG MCP Bridge Claim 1
An MCP server that acts as a bridge to SearXNG instances, allowing AI models to…
B 80 55 75 71 82 80 96
1342
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
1343
shwetank-dev
mcp-calendly Claim
Enables interaction with Calendly to manage event types, scheduled events, and …
B 80 55 84 65 72 82 99
1344
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
1345
timescale
tiger-slack Claim
Real-time Slack ingest and MCP server to power your agentic Slack bots
B 80 54 78 68 N/A 58 95 97
1346
sweeden-ttu
Provides secure access to Canvas LMS at Texas Tech University, enabling Claude …
B 80 55 88 76 47 80 100
1347
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
1348
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
1349
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
1350
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 1301–1350 of 59993 servers
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