MCP Server Quality Scores

Independent quality analysis of 67181 public MCP servers

67181
Discovered
32318
Scored
2112
Verified
16953
Complete

Last updated 0 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
32901
MerchantGuardOps
Provides AI-native fraud scoring, risk intelligence, and compliance tools for A…
32902
bergside
TypeUI Claim
Design systems, UI prompts, and layout variations for AI coding tools.
32903
nickbeentjes
Enables AI agents to manage macOS audio routing, device switching, volume contr…
N/A N/A
32904
venergiac
opcua2mcp Claim
Converts OPC UA sensor data into MCP-compatible tools and exposes machine healt…
32905
Charul0718
An MCP server that mocks payments, third-party API responses, and test data to …
32906
BoomBidiBuyBuy
Enables interaction with the Tuskr test management API through MCP, supporting …
32907
shinjiyu
ae-meta-mcp Claim
Lightweight MCP server for After Effects that enables Cursor Agent to execute E…
N/A N/A
32908
pipeworx-io
Enables querying and exploring City of Austin open geospatial data (parcels, zo…
32909
aldoleiva1
A production-quality MCP server for querying Cisco security advisories via the …
32910 N/A N/A 95
32911
Michael-Obele
DocShark Claim
DocShark is an MCP server that scrapes and indexes documentation websites, enab…
N/A N/A
32912
TidyMaze
mcpkit-data Claim
An MCP server with 66+ tools for data engineering, enabling AI assistants to in…
32913
tansunyj
Extracts direct download URLs for video and audio streams from various platform…
N/A N/A
32914
DonChengCheng
A Model Context Protocol server that enables AI assistants to read PDF files, e…
N/A N/A
32915
datalanguage
MCP server that connects AI assistants to the Data Graphs knowledge graph platf…
N/A N/A
32916
nikolaymokh-dev
A hardened MCP server for managing Yandex.Direct advertising campaigns with rea…
N/A N/A
32917
navin2031992
Enables AI agents to automate browser interactions using Selenium WebDriver, su…
N/A N/A
32918
dylansumser
Enables AI agents to remotely access and interact with Obsidian vaults via MCP,…
32919
nasirhuss86
A custom MCP server for sending and managing Gmail emails, supporting both App …
32920
vercel-labs
Helps migrate projects from AI SDK 4.x to 5.0 by generating a migration checkli…
32921
Hari842-ai
Controls any WordPress site via natural language, offering tools for site healt…
32922
rspeciale0519
Connects Claude Desktop to Windows Calculator, enabling accurate mathematical c…
N/A N/A
32923
TomPhillipsLabs
Enables MCP agents to submit content for human review via LoopQuest, returning …
32924
QWED-AI
QWED-MCP Claim
Enables deterministic verification for AI assistants by executing Python code t…
N/A N/A
32925
ai-vivid
Enables Claude to explore, analyze, and answer questions about any public GitHu…
N/A N/A
32926
pl728
Enables fetching and reading subscriber-only content from Trade Companion by Ad…
N/A N/A 95
32927
lesleslie
Enables CSS analysis with 150+ metrics, MDN documentation retrieval, and browse…
N/A N/A
32928
LaggySon
bbagent Claim
Autonomous ESPN Fantasy Baseball manager that optimizes lineups, handles waiver…
32929
Hugegreencandle
evernode-mcp Claim
Enables AI agents to build, check, cost, and deploy HotPocket dApps on Evernode…
32930
archolet
An MCP server that provides access to Google Gemini models via Vertex AI, enabl…
N/A N/A
32931
itjung-source
MCP server for Thai SET/MAI stock data via Yahoo Finance API, enabling stock sc…
N/A N/A
32932
koei-kaji
zk-utils Claim
MCP server for zk note management enabling note search, creation, and link anal…
N/A N/A
32933
18089280501
yubin1230 Claim
N/A N/A 95
32934
samarthanalytics-sj
Production-grade MCP server for the Google Tag Manager API v2 with read-only GA…
32935
Termi24
eyeot ERP Claim
ERP français avec serveur MCP natif : plus de 1 800 actions métier auto-générée…
32936
Tony-ArtZ
Enables control of Spotify playback, track search, and user profile retrieval v…
32937
dhamma-seeker
Search, cite, and compare the Pāli Canon (Tipiṭaka) — full coverage at parity w…
32938
Happm3p
A FastAPI server that enables interaction with YouTube's data through search, v…
N/A N/A 95
32939
mnbro
Safe MCP server bootstrap for Outline Wiki providing connection validation, cap…
32940
sakthivelchan89
Open-source AI governance toolkit — MCP servers & CLIs for scanning, auditing, …
N/A N/A 95
32941
johnnikolo
posthog-mcp Claim
Enables AI agents to query PostHog analytics data directly via tool calls, incl…
32942
SuZiXunYue
Executes IDAPython scripts in IDA Pro through any MCP-compatible AI assistant, …
N/A N/A
32943
alfi-j
Enables comprehensive JavaScript code analysis and debugging using ESLint and c…
N/A N/A 95
32944
OCA-BE
A standalone MCP server for SAP ABAP development and customizing that connects …
32945
ClementRingot
Enables AI agents to check real-time SAP object release status for ABAP Cloud a…
N/A N/A
32946
nangchang
toss-invest Claim
Enables interaction with Toss Securities API for market data, stock information…
32947
zsomtor
MCP server that wraps a personal task manager REST API, enabling Claude to read…
32948
michaelhologram
clutter-mcp Claim
A Model Context Protocol server that lets an AI agent drive the whole Clutter p…
32949
alesop95
Local MCP server that provides Italian legal assistance by querying a local cor…
N/A N/A
32950
skdkfk8758
A comprehensive project management and workflow tracking system that integrates…
N/A N/A
Showing 32901–32950 of 67181 servers
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