MCP Server Quality Scores

Independent quality analysis of 67181 public MCP servers

67181
Discovered
32318
Scored
2112
Verified
16953
Complete

Last updated 1 hour, 20 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
34201
antonio-mello-ai
Pre-build reality check for AI coding agents — searches 5 real databases (GitHu…
34202
figuard
figuard-mcp Claim
Pre-flight spend authorization for AI agents. Set a budget, enforce limits, aud…
N/A N/A
34203
policycheck Claim 1
AI seller verification and policy risk analysis for any online store.
N/A N/A 81
34204
markobullrush
Enables managing tasks, projects, schedules, users, comments, and more in Motio…
34205
studiopig
mcp-toolkit Claim
A plug-and-play MCP toolkit providing AI agents with web search (Chinese source…
N/A N/A
34206
wpz666hhh
Enables Claude Agent to control Microsoft Word through COM automation, allowing…
N/A N/A
34207
bsrishi
Drivara Claim
Read-only access to your Drivara fleet — jobs, drivers, vehicles, fuel, profit …
34208
AiAgentKarl
Enables registration, monitoring, and control of IoT devices via AI agents, wit…
N/A N/A
34209
trotsky1997
Extracts text from images using PaddleOCR and outputs results in markdown forma…
N/A N/A
34210
sjgant80-hub
MCP server for foldkit, exposing the 7-prime spine, 7 κ-bands, and 6 fold opera…
N/A N/A
34211
hi-jin
Enables AI agents to extract PDF text, search with PDF++ citations, access vaul…
N/A N/A
34212
octodamusai
Real-time market Oracle signals, Fear & Greed, Polymarket edge plays, BTC trend…
81
34213
zicojiao
Enables reading and searching ZIM files for offline reference content like Wiki…
N/A N/A
34214
wspotter
A comprehensive business management server with 36 tools for running an art sup…
81
34215
rdacomp
Use Claude to control or ask questions about your Altium project.
N/A N/A
34216
epheterson
MCP server for Apple Music that lets AI assistants manage playlists, control pl…
N/A N/A
34217
cloudflare
Workers bindings management. Build Workers applications with storage, AI, and c…
81
34218
moekatib
Integrates with the Pica API platform to enable seamless interaction with vario…
34219
easynet-world
Enables AI assistants like Cursor and Claude Desktop to interact with Slack wor…
34220
cyanheads
Decodes, searches, validates, and crosswalks US medical codes (ICD-10-CM, ICD-1…
34221
curtis-d-williams
Validates release hygiene in local repositories with network-free, read-only to…
N/A N/A
34222
apicrateio
apicrate-mcp Claim
Provides AI agents with 22 data tools across 9 domains, including IP geolocatio…
34223
markomanninen
mcp-debugpy Claim
MCP server for AI-assisted Python debugging using debugpy and Debug Adapter Pro…
N/A N/A
34224
dsbissett
MCP server for Office add-ins via WebView2/CDP. Provides excel.*, page.*, and a…
N/A N/A
34225
lirad
A Shopify-focused MCP server that enables AI agents to manage store operations …
81
34226
prashantaxapta
An MCP server that delivers various joke types (Chuck Norris, Dad jokes, etc.) …
N/A N/A 95
34227
bg4ff8mtdn-dotcom
An MCP server that enforces explicit task ownership acceptance and requires a p…
34228
helbertparanhos
ClickUp MCP Pro exposes nearly every ClickUp operation as a typed Model Context…
34229
rhel-lightspeed
MCP server for semantic and hybrid search over RHEL documentation using docs2db…
34230
gibs
Gibs Claim
Regulatory compliance API for AI agents. Classify AI systems by risk level and …
N/A N/A 95
34231
WaveSpeedAI
mcp Claim
Run any model on the live WaveSpeed catalog: image, video, audio, 3D.
N/A N/A
34232
jmiedzinski
Enables Claude to explore and analyze remote Git repositories, providing struct…
34233
johnymontana
A Model Context Protocol server for generating text embeddings using OpenAI, An…
N/A N/A
34234
mav92121
Enables AI agents to manage routes via Syncnox backend, with tools to add stops…
34235
hha-nguyen
Enables interaction with Huly workspaces via WebSocket API to manage projects a…
81
34236
tecnologicachile
Enables AI-driven management of osTicket helpdesks through natural language, al…
81
34237
universal-mcp
Enables integration with Gong's sales platform through MCP, providing access to…
34238
gandli
Yanyue MCP Claim
Enables searching and retrieving cigarette product information from Yanyue.cn, …
81
34239
khawjaahmad
Enables AI coding assistants to control and inspect a live Chrome browser for a…
81
34240
SanthaKumar-K-2004
32 MCP tools for job search, resume analysis, matching, alerts, and exports usi…
N/A N/A
34241
vfxprojoe
AI-powered media & entertainment intelligence — research, briefs, and market da…
N/A N/A 83
34242
plasmate-labs
Plasmate Claim
Agent-native headless browser for AI agents. Converts web pages to a Semantic O…
N/A N/A
34243
AlexisMarasigan
DB2ST MCP Claim
A horizontally scalable Model Context Protocol server for exposing shipment tra…
34244
trickv
An MCP server that allows Claude Desktop to remotely control Claude Code instan…
N/A N/A
34245
Pexafy
Pexafy Claim
Stock photo search: by description, by example image, or more like this.
34246
IMRRD
Headless Windows ops over MCP: hidden PowerShell + in-process SSH, WinRM & SFTP.
N/A N/A
34247
prismicio
Deprecated MCP server for Prismic; users are advised to use the new Prismic CLI…
34248
CidLucas
Enables AI agents to share persistent memory via an MCP server using SQLite, su…
N/A N/A
34249
sjgant80-hub
MCP server exposing foldkit's 7-prime spine, κ-bands, and fold operations as to…
N/A N/A
34250
ch1y1z1
Enables sending push notifications via Bark and PushDeer services, supporting m…
Showing 34201–34250 of 67181 servers
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