MCP Server Quality Scores

Independent quality analysis of 66502 public MCP servers

66502
Discovered
31828
Scored
2112
Verified
16953
Complete

Last updated 3 hours, 32 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
54251
AI-Agent-Hub
Enables searching for AI agents by keywords or categories, allowing users to di…
N/A N/A 95
54252
publora
mcp-server Claim
Official Publora MCP server — schedule and publish posts across 10 social platf…
54253
michaelluckx
Search 8,000+ corporate event venues across 40+ cities. Tools for venue search …
54254
khuongtt
Parses Java and Xtend source code into a graph database and provides MCP tools …
N/A N/A
54255
kkroekerMTB
Lightweight Node MCP server that enables querying Tally product and category da…
54256
hn-mcp-server Claim 1
Model Context Protocol server for HackerNews API access.
N/A N/A 81
54257
mcpflow
Enables users to connect Claude with various 3D printer management systems, all…
N/A N/A
54258
nokia
Enables AI agents to manage infrastructure through natural language queries to …
54259
Bowenwin
MCP server for crawling social media platforms (e.g., Bilibili) by keywords, vi…
N/A N/A
54260
OmarArias-Gaguancela
vmd-mcp Claim
Enables control of VMD2 for molecular dynamics analysis through natural languag…
N/A N/A
54261
guangtoutong
unfetch Claim
A download manager for humans and AI with a native MCP server: add_task, list_t…
N/A N/A
54262
clipkit-video
clipkit Claim
MCP server for Clipkit — gives AI agents a video toolbox via the Clipkit schema.
54263
marioToribi0
Automatically generates Postman collections from code directories by analyzing …
N/A N/A
54264
lilium360
myBrAIn Claim
MCP server that provides persistent memory and contextual awareness to language…
N/A N/A
54265
lazymac2x
Enables instant creation of mock API servers from OpenAPI specs or natural lang…
N/A N/A
54266
nkar123412-hub
Enables AI agents to stake tokens for skill acquisition and verify staking verd…
N/A N/A
54267
theMethodolojeeOrg
Enables peer-to-peer asynchronous conversation between Claude.ai and Claude Cod…
N/A N/A 95
54268
taylor224
bell-mcp Claim
A local MCP server that rings a bell through your speakers to provide audible n…
N/A N/A
54269
linkeddraft
LinkedIn MCP server for AI content creation, LinkedIn post generation, post rew…
81
54270
dennisonbertram
A comprehensive MCP server for secure Ledger hardware wallet integration with E…
N/A N/A
54271
hieuluongxuan
A Model Context Protocol (MCP) server connecting AI agents to the Polygon block…
54272
adeeljames
Transforms job postings into qualified sales leads by searching for active jobs…
N/A N/A
54273
runapi-ai
MCP server for Ideogram V3 model line enabling image editing, reframing, remixi…
54274
dsbissett
MCP server for Office add-ins via WebView2/CDP. Provides excel.*, page.*, and a…
N/A N/A
54275
konradbachowski
anchor-debug Claim
Provides structured access to Solana Anchor error data, enabling AI coding agen…
N/A N/A
54276
zly1203
Peek Claim
Enables AI agents to take screenshots of local web pages and capture user-selec…
N/A N/A
54277
vasyl-bilous
An MCP server that scans React and Vue projects, extracts component metadata (p…
N/A N/A
54278
jpace
SkillRepo Claim
A permanent home for publishers. A curated skill library your team installs fro…
N/A N/A 95
54279
rzgrozt
An MCP server that provides AI-powered image generation, format conversion, and…
N/A N/A
54280
onehumanbeing
Enables reading, writing, and deleting JSON values using dot-notation paths, wi…
N/A N/A
54281
trendsmcp
Track concurrent player counts and game momentum for any title on Steam via AI …
54282
RobertDWhite
freshrss-mcp Claim
Enables AI assistants to read and manage FreshRSS feeds, including listing subs…
54283
impact-boundary-labs
mcp-boundary Claim
Wraps your existing MCP servers and checks each tool call against policy and li…
N/A N/A
54284
theriz78
MCP server that extracts accessibility tree, design tokens, screenshots, Claude…
N/A N/A
54285
dinglebear-ai
Yarr MCP Claim
Self-hosted media fleet operations across Sonarr, Radarr, Plex, and related app…
N/A N/A
54286
pipeworx-io
Enables searching and retrieving records from the Europeana digital collection,…
54287
tevinric
Implements a Model Context Protocol server that enables streaming communication…
N/A N/A 95
54288
danielsimonjr
Enables file comparison, folder diffing, 3-way merging, folder sync, and script…
N/A N/A
54289
nesirat
A comprehensive system that helps organizations track, manage, and respond to s…
54290
kaleckh
AuthProof Claim 1
Signed, non-replayable API auth. Agents self-register and sign requests with ER…
N/A N/A 60
54291
NachaFromMars
Enables Chinese traditional calendar functions including BaZi calculation, cale…
N/A N/A
54292
kuil09
An MCP server that helps AI coordinate sequential tool calls and maintain a com…
N/A N/A
54293
tlemmons
junto-memory Claim
A shared memory and coordination server for multiple AI coding agents, built on…
54294
bharathgnana
Enables AI coding tools to turn a list of links into a verified, browsable know…
N/A N/A
54295
oscarzamora
onpe-mcp Claim
MCP server for querying Peruvian electoral data (ONPE) including mesa results, …
54296
SPRIME01
A feature-rich Model Context Protocol gateway that federates MCP and REST servi…
N/A N/A 95
54297
roarkhq
Enables AI assistants to interact with the Roark REST API, allowing them to exp…
54298
TaehongKim
An MCP server that integrates Scopus, Crossref, and PubMed APIs to search acade…
54299
joshwyatt
A simple toolkit for creating MCP servers with stdio and SSE transport, auto-va…
N/A N/A
54300
kodamap
Provides EPSS scores, percentiles, and time series for CVEs, along with vulnera…
Showing 54251–54300 of 66502 servers