MCP Server Quality Scores

Independent quality analysis of 69111 public MCP servers

69111
Discovered
→
33827
Scored
→
2112
Verified
→
16953
Complete

Last updated 3 hours, 14 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
57251
Litenova-Solutions
Fuse Claim
A .NET semantic context engine for AI agents: index, map, localize, resolve, re…
— ○ ⏳ — N/A N/A — — —
57252
digitalcore
Free service management tools — playbooks, benchmarks, and instant service heal…
— ○ ⏳ — — — — 81 —
57253
sk1122
notion Claim
— ○ ⏳ — N/A N/A — 95 —
57254
LeonTing1010
Tap ⚡ Claim
Browser MCP for logged-in tasks. Uses your Chrome — credentials stay local. Zer…
— ○ ⏳ — N/A N/A — 95 —
57255
sociologic
SocioLogic Claim
Conduct market research using synthetic personas and automated campaigns. Simul…
— ○ ⏳ — — — — 81 —
57256 — ○ ⏳ — N/A N/A — 95 —
57257
sjgant80-hub
Exposes audio processing tools (inspect, normalize, trim, fade, gain, filter, s…
— ○ ⏳ — N/A N/A — — —
57258
koen
adpage Claim
— ○ ⏳ — N/A N/A — 95 —
57259
sahilgoswami0901indiamart
A minimal MCP server that provides weather data using Open-Meteo API, designed …
— ○ ⏳ — — — — — —
57260
AIops-tools
Governed SolarWinds Orion + PRTG + Zabbix ops: SWQL, alert rollup, health, 42 t…
— ○ ⏳ — N/A N/A — 95 —
57261
adicted07-lang
Committee-reviewed market sizing, forecasts, and competitive landscape from Mer…
— ○ ⏳ — — — — — —
57262
raunakkathuria
lexilint Claim
Offline spell checker + BYOK grammar for AI assistants. Works with Claude Deskt…
— ○ ⏳ — N/A N/A — 95 —
57263
vibgrate
ai-context Claim
Local-first MCP server: version-correct library docs, code map, and offline dri…
— ○ ⏳ — N/A N/A — — —
57264
megaumnick
Enables building and exploring a knowledge graph from files (PDF, DOCX, code) w…
— ○ ⏳ — — — — — —
57265
chdb-io
chdb-mcp Claim
An MCP server for chDB, the in-process SQL OLAP engine powered by ClickHouse. L…
— ○ ⏳ — N/A N/A — — —
57266
OmarArias-Gaguancela
vmd-mcp Claim
Enables control of VMD2 for molecular dynamics analysis through natural languag…
— ○ ⏳ — N/A N/A — — —
57267
CSOAI-ORG
commit-message-ai-mcp MCP server by MEOK AI Labs
— ○ ⏳ — N/A N/A — — —
57268
mak2506
Fluduro Claim
A personality-to-flower quiz application with MCP tools for interactive widgets…
— ○ ⏳ — N/A N/A — — —
57269
v1truv1us
A Model Context Protocol server that provides Verbalized Sampling prompt templa…
— ○ ⏳ — — — — — —
57270
cluesang
Controls a MyCobot280 robot arm through MCP tools, allowing joint angle manipul…
— ○ ⏳ — N/A N/A — — —
57271
itsalfredakku
domain-mcp Claim 1
An MCP server for domain availability checks, WHOIS lookups, and domain suggest…
— ○ ⏳ — — — — 81 —
57272
kdr
A server that provides tools for working with YouTube URLs, video IDs, and thum…
— ○ ⏳ — — — — — —
57273
HoussemMak
Microsoft 365 & Azure admin: Graph, ARM, and the PowerShell cmdlets Graph does …
— ○ ⏳ — N/A N/A — — —
57274
sobby23
AVA Claim
MCP server for recruiting pipeline that evaluates resumes against job descripti…
— ○ ⏳ — N/A N/A — — —
57275
binaryFlow
Enables MCP clients to list, view details of, and update Microsoft Planner task…
— ○ ⏳ — N/A N/A — — —
57276
Fr4nZ82
Self-hosted multi-user memory for AI agents: a human-readable Markdown wiki wit…
— ○ ⏳ — N/A N/A — — —
57277
divineapi
Official MCP server for Western Astrology by Divine API. 53 tools covering Nata…
— ○ ⏳ — N/A N/A — 95 —
57278
dsoziev1
MCP server that provides access to Auth0 Management API v2, offering read-only …
— ○ ⏳ — — — — — —
57279
vivekjne
Deploy a remote MCP server on Cloudflare Workers without authentication. Enable…
— ○ ⏳ — N/A N/A — — —
57280
CSOAI-ORG
Agent Token Budget MCP — hard per-session token + spend cap with signed budget-…
— ○ ⏳ — — — — 81 —
57281
auten-ai
Auten Claim
Computer use for Claude Code, Codex, Cursor or any MCP client: your computer + …
— ○ ⏳ — N/A N/A — — —
57282
cyanheads
Search bills, legislators, committees, and events across all 50 US states, DC, …
— ○ ⏳ — — — — — —
57283
kapilnankani90
Integrates with Google Docs and Gmail to append content to documents and create…
— ○ ⏳ — — — — — —
57284
twilize5
PBIFORGE Claim
PBIForge — Power BI .pbix generator MCP server generate .pbix files from dashbo…
— ○ ⏳ — — — — — —
57285
CSOAI-ORG
diff-ai-mcp Claim
diff-ai-mcp MCP server by MEOK AI Labs
— ○ ⏳ — N/A N/A — — —
57286
groundlogic-ai-source
Autonomous WCAG 2.1 accessibility auditor that scans, fixes, re-verifies, and g…
— ○ ⏳ — — — — — —
57287
yuechen
plaid-mcp Claim
A local MCP server that provides read-only SQL access to financial accounts via…
— ○ ⏳ — N/A N/A — — —
57288
0-shiv
A Codex MCP server that wraps the Google Ads Gateway Worker to provide list_acc…
— ○ ⏳ — — — — — —
57289
arbazex
An MCP server that provides tools to look up and verify Australian businesses u…
— ○ ⏳ — — — — 81 —
57290
Sahib-Sawhney-WH
Provides a secure gateway to the Dynamics 365 F\&O OData API, enabling LLMs and…
— ○ ⏳ — — — — — —
57291
aws-mcp Claim 1
AWS MCP server — call any AWS API from AI assistants, with first-class SSO re-l…
— ○ — N/A N/A — 81 —
57292
crony-io
MCP server for generating advanced mock 2D PNG assets for game prototypes.
— ○ ⏳ — N/A N/A — — —
57293 — ○ ⏳ — N/A N/A — 95 —
57294
voyagi
Enables natural language queries, CRUD operations, and analytics on a PostgreSQ…
— ○ ⏳ — N/A N/A — — —
57295
Ceeeebb
Enables AI agents to query component governance rules, validate component props…
— ○ ⏳ — N/A N/A — — —
57296
avansaber
seo-monster Claim
SEO MCP over Search Console, GA4, PageSpeed Insights, Cloudflare, IndexNow, CrU…
— ○ ⏳ — N/A N/A — — —
57297
dirkknibbe
Enables AI agents to perceive and interact with web interfaces by extracting a …
— ○ ⏳ — N/A N/A — — —
57298
PHUICMT
sarup Claim
Enables context compression for Claude Code with Thai language support, reducin…
— ○ ⏳ — N/A N/A — — —
57299
xie38388
looply Claim
Looply AI call center MCP Server - manage calls, leads, contacts, and analytics.
— ○ ⏳ — N/A N/A — 75 —
57300
ejsinfuego
A local MCP server for AI assistants to store and retrieve personal memories on…
— ○ ⏳ — N/A N/A — — —
Showing 57251–57300 of 69111 servers