MCP Server Quality Scores

Independent quality analysis of 30006 public MCP servers

30006
Discovered
24039
Scored
1224
Verified
16961
Complete

Last updated 2 weeks ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
◉ Complete Scores
1401
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
1402
vellaveto
vellaveto Claim
Agent Interaction Firewall for AI tool calls. Runtime security for MCP and func…
B 80 54 96 40 N/A 72 94 96
1403
prmail
MoneyChoice Claim
The MoneyChoice MCP Server delivers institutional-grade economic forecasts powe…
B 80 66 78 86 99 26 82 94
1404
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
1405
SackeyDavid
Enables sending end-of-day (EOD) status updates directly to Slack channels from…
B 80 55 78 100 N/A 26 95 83
1406
kapilduraphe
Okta MCP Server Claim 1
Enables Claude to interact with Okta's user management system, providing capabi…
B 80 55 84 76 61 80 97
1407
Jovancoding
Network-AI Claim
Multi-agent orchestration MCP server with race-condition-safe shared blackboard…
B 80 54 90 43 N/A 89 89 93
1408
LLMTooling
MDX MCP Server Claim
Enables LLMs to read, search, convert, and extract metadata from MDX files, pro…
B 80 54 90 67 N/A 35 94 100
1409
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
1410
SampsonKY
sl-test Claim
sl-test
B 80 54 90 61 N/A 54 95 92
1411
kj455
mcp-kibela Claim
📇 ☁️ Allows AI models to interact with [Kibela](https://kibe.la/)
B 80 54 94 51 N/A 66 90 96
1412
UI5
mcp-server Claim 2
MCP server for SAPUI5/OpenUI5 development
B 80 55 51 100 N/A 84 95 75
1413
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
1414
mintlineai
mintline-mcp Claim
Connect AI assistants to your Mintline receipts, transactions, and spending ana…
B 80 54 84 67 N/A 53 95 94
1415
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
1416
aplaceforallmystuff
mcp-pihole Claim
Pi-hole v6 MCP server - manage DNS blocking, stats, whitelists/blacklists
B 80 54 90 65 N/A 58 83 99
1417
devilsfave
dagpipe Claim
Crash-proof LLM pipelines. Resumes from failure without a database.
B 80 55 90 61 N/A 72 82 94
1418
huangfeng19820712
Enable AI models to interact with MySQL databases through a standardized interf…
B 80 55 96 58 N/A 63 81 99
1419
mastrophot
MCP smart contract scanner with NEAR-focused security context.
B 80 54 78 63 N/A 74 94 93
1420
FosterG4
Extracts minimal, relevant code context from multiple programming languages whi…
B 80 54 100 58 N/A 43 95 90
1421
Skeyelab
Directus MCP Server Claim 1
Enables comprehensive management of Directus instances through tools for schema…
B 80 55 84 71 65 83 94
1422
OMOPHub
omophub-mcp Claim
Search, lookup, map, and navigate OMOP medical vocabularies via AI agents
B 80 54 88 52 N/A 83 83 98
1423
Use-Tusk
drift-mcp Claim
B 80 55 94 72 N/A 56 80 89
1424
nickweedon
Enables AI assistants to create, read, edit, and manage Google Docs and Drive f…
B 80 55 90 100 32 82 78
1425
SynclyAI
Gmail MCP Server Claim
Provides secure, read-only access to Gmail for Claude CLI with label-based filt…
B 80 55 88 67 74 80 91
1426
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
1427
aashari
Atlassian Confluence Cloud integration. Enables AI systems to interact with Con…
B 80 55 94 70 65 80 84
1428
blakeyoder
Provides AI assistants with instant access to TypeScript type definitions from …
B 80 54 96 58 N/A 47 95 92
1429
Justice219
roblox-studio-mcp Claim 1
Connect AI assistants to Roblox Studio — manipulate the DataModel with 14 tools
B 80 55 82 100 N/A 32 95 75
1430
anzax
dockashell Claim
DockaShell is an MCP server that gives AI agents isolated Docker containers to …
B 80 54 94 46 N/A 70 95 91
1431
kazuph
Model Context Protocol server for Task Management. This allows Claude Desktop (…
B 80 55 78 82 N/A 44 95 90
1432
Ansvar-Systems
chilean-law-mcp Claim
Chilean legislation via MCP — full-text search across statutes and provisions
B 80 55 90 66 N/A 68 80 92
1433
florinel-chis
Provides instant, offline access to comprehensive PrestaShop development docume…
B 80 55 84 82 49 81 96
1434
rodgomesc
A VSCode and Cursor extension that captures real-time terminal output and expos…
B 80 54 90 51 N/A 63 95 98
1435
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
1436
just-every
Fast screenshot capture tool optimized for Claude Vision API. Automatically til…
B 80 54 96 62 N/A 60 87 91
1437
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
1438
MarkusPfundstein
mcp-gsuite Claim
Integration with gmail and Google Calendar.
B 80 55 96 68 48 80 100
1439
thebasedcapital
brainbox Claim
Hebbian memory for AI agents. Learns file patterns, predicts next tools, saves …
B 80 54 82 62 N/A 71 90 95
1440
PuroDelphi
MCPFirebird Claim
Connect to Firebird databases to query data, explore schemas, and understand ta…
B 80 54 96 32 N/A 86 92 100
1441
dsgarage
ReviewMCP Claim 1
Enables automatic validation and correction of Re:VIEW manuscript files by chec…
B 80 55 78 82 N/A 33 95 100
1442
winsthuang
Home Controller Claim
A unified smart home automation system that enables control and monitoring of M…
B 80 54 94 71 N/A 35 87 99
1443
Michael-Obele
shadcn-svelte-mcp Claim
Mastra MCP server and tooling for the shadcn-svelte component docs and develope…
B 80 55 90 61 N/A 77 80 93
1444
luciVuc
OpenAPI MCP Server Claim 1
A generic MCP server that dynamically converts OpenAPI-defined REST APIs into t…
B 80 55 96 65 65 82 86
1445
lex-tools
Automate the extraction of your codebase context for Large Language Models. Thi…
B 80 54 90 63 N/A 59 92 91
1446
Angry-Robot-Deals
Sys8 MCP Server Claim
Provides deterministic system information and developer utilities including dat…
B 80 55 78 100 50 81 80
1447
asume21
webear Claim
Give your AI coding assistant ears — capture, analyze, and describe live audio.
B 80 44 76 N/A N/A 61 83 98
1448
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
1449
debtstack-ai
debtstack-python Claim 1
Corporate debt structure data for AI agents. Search 250+ issuers, 5,000+ bonds …
B 80 55 90 68 61 82 93
1450
metareflection
Enables LLMs to run rule-based molecular interaction simulations using the Kapp…
B 80 66 84 86 88 40 81 91
Showing 1401–1450 of 30006 servers
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