MCP Server Quality Scores

Independent quality analysis of 46593 public MCP servers

46593
Discovered
29562
Scored
2112
Verified
16952
Complete

Last updated 36 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
46351
AgiFlow
OpenSkill Claim
An MCP server that makes Anthropic Skills universally accessible across coding …
N/A N/A
46352
stuzero
A Model Context Protocol server for PostgreSQL databases that enables AI agents…
46353
grxkun
An MCP server that gives LLMs read-only access to Microsoft Project Online (Pro…
N/A N/A
46354
danielscholl
AI-powered access to OSDU subsurface data through natural language, enabling AI…
N/A N/A
46355
Boris-Song
An MCP (Multi-Agent Conversation Protocol) Server that enables interaction with…
N/A N/A 95
46356
123yongming
ContextFS Claim
MCP server for OpenCode that manages context with structured injection, progres…
N/A N/A
46357
DonMrMango
A comprehensive integration providing 114 tools to manage Google Drive, Docs, S…
81
46358
Eason-Gao3
A production-grade Google Trends MCP server for AI workflow integration. Suppor…
46359
bountyyfi
A proof-of-concept MCP server for security research demonstrating a multi-phase…
N/A N/A
46360
chrischall
Tempo time-tracking for Claude — worklogs, plans, and timesheet approvals
N/A N/A
46361
IBM
Model Context Protocol (MCP) server for interacting with IBM Storage Scale clus…
N/A N/A
46362
perception30
Enables AI assistants to connect to browser DevTools and backend debuggers for …
N/A N/A
46363
Digital-Crew-Technologies
Enables to fetch and update workspace profile settings for the Digital Crew Max…
46364
ninjackster
A dependency-free MCP server that reads Reddit through its RSS feeds, enabling …
46365
yintzuyuan
A unified MCP server for Glyphs font design software, integrating handbook quer…
N/A N/A
46366
david-choi-querypie
Say Hello Claim
Greet people by name with a friendly, personalized message. Make interactions w…
N/A N/A 95
46367
finlynq
FinLynq Claim
open-source personal finance app with a first-party MCP server. 91 HTTP tools (…
46368
DevZonayed
Mochi Claim
Browser automation MCP server with persistent memory for AI assistants, enablin…
N/A N/A
46369
Yookio-Z
Enables LLMs and AI agents to interact with AFSIM through standardized MCP tool…
N/A N/A
46370
major7apps
tiingo-mcp Claim
An MCP server that wraps the Tiingo financial data API, enabling access to stoc…
46371
santosh-chourasiya
Enables AI agents and developers to securely access Paytm's Payments and Busine…
46372
exomind-team
Unifies MiniMax's multimodal generation, web search, image understanding, audio…
46373
infaton
MCP35 Claim
INFATON MCP Server for 1C:Enterprise ERP — 35 tools for metadata inspection, do…
N/A N/A
46374
pproenca
unifi-mcp Claim
MCP server that turns Claude into a UniFi network specialist. Manage devices, o…
N/A N/A
46375
jessesorsa
Omnier Claim
Turn signals from email, CRM, and meetings into a prioritized daily sales to-do…
46376
clauxel
A paid remote MCP for ShipSwift, built to return verdicts, receipts, usage logs…
46377
Conce-AI
v0-mcp-ts Claim
Bridge design and code seamlessly by generating UI components and layouts from …
N/A N/A 95
46378
deeprave
mcp-guide Claim
Enables AI agents to access and manage project guidelines, documentation, and c…
46379
ZahiriNatZuke
MCP server for audio transcription using local faster-whisper or OpenAI Whisper…
N/A N/A
46380
tokezooo
kinozal-mcp Claim
MCP server for searching, viewing details, and downloading torrents from kinoza…
N/A N/A
46381
RFingAdam
Enables AI agents to control Copper Mountain Vector Network Analyzers over TCP/…
46382
2389-research
agent-drugs Claim
Digital drugs that modify AI behavior through prompt injection, enabling agents…
46383
juergenkoller-software
inkra-mcp Claim
MCP bridge for [Inkra](https://store.juergenkoller.software/en/apps/inkra) — na…
N/A N/A
46384
rh-rahulshetty
AutoMCP Claim
Automatically converts CLI tools, APIs, and programs into MCP servers for LLM a…
N/A N/A
46385
node2flow-th
MCP server for the Notion API, enabling management of pages, blocks, databases,…
N/A N/A
46386
ollo12-prog
Check U.S. NHTSA vehicle safety recall campaigns by make, model, and year. Live…
46387
Null-Phnix
JobHound Claim
Enables autonomous job search by scanning, scoring, and applying to jobs via AP…
N/A N/A
46388
KpihX
tick-mcp Claim
Enables AI assistants to manage TickTick tasks, projects, habits, tags, and foc…
46389
rasinmuhammed
misata-mcp Claim
Generate realistic multi-table synthetic datasets from plain English. Supports …
N/A N/A
46390
rhinocap
Raven Claim
Design intelligence for AI-generated UI — principles, patterns, content, brand,…
N/A N/A
46391
kkjzio
Generates quizzes from Markdown content and outputs interactive HTML and Word d…
N/A N/A
46392
ringo380
A comprehensive MCP server for Google Sheets integration with Claude, enabling …
46393
Magnazee
MCP server with Streamable HTTP transport, deployed on Railway, offering tools …
46394
hosthobbit
Enables AI assistants to manage WHM hosting accounts and server administration …
46395
waggle-sensor
A Model Context Protocol (MCP) server for interacting with the Sage Grande Test…
46396
majidmanzarpour
Connects Roblox Studio to AI coding editors via the Model Context Protocol, all…
81
46397
ezark-consulting
Adversarial AI review API — independent quality gating for AI agent outputs. Pr…
N/A N/A 95
46398
feedclaw
FeedClaw Claim
The approval inbox for AI agents. Your agent drafts, you approve, it publishes.…
81
46399
Coding-Dev-Tools
click-to-mcp Claim
Converts any Python Click or Typer CLI into an MCP server automatically — zero-…
46400
benjamin920101
Enables querying of Chinese-Western medicine interactions with comprehensive dr…
N/A N/A 95
Showing 46351–46400 of 46593 servers
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