MCP Server Quality Scores

Independent quality analysis of 47923 public MCP servers

47923
Discovered
29604
Scored
2112
Verified
16952
Complete

Last updated 2 hours, 26 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
47801
TPEmist
pop-pay Claim
Project Point One Percent - Agent Pay \[pop-pay] is a payment guardrail and one…
81
47802
Stellar Memory Claim 1
Persistent AI memory using orbital mechanics. 100% local, zero API keys, MCP-na…
N/A N/A 61
47803
dpc00
MCP server for Sublime Text 4. Lets Claude Code read and control a running ST i…
N/A N/A
47804 N/A N/A 95
47805
loonghao
DCC-MCP-IPC Claim
Multi-protocol IPC adapter layer for integrating DCC software (Maya, Houdini, B…
47806
pangolinfo
amazon-mcp Claim
Amazon data MCP: products, rankings, reviews, niches, WIPO & PACER IP, AI searc…
47807
pipeworx-io
Grants Gov Claim
Grants.gov MCP — open federal grant opportunities (free, no auth)
47808
hollaugo
Analyze stocks with summaries, SEC filings, analyst targets and recommendations…
N/A N/A 95
47809
orthosie
Give your AI agent access to 150+ translators covering fictional languages, pop…
81
47810
goagentcy
A managed AI marketing agent that plugs into all your AI tools. Ask about your …
81
47811
gdorsi44
Enables users to retrieve, validate, and analyze XSD files from URLs or local p…
N/A N/A
47812
chaitanya-jadhav11
NotePilot Claim
A Python MCP server that exposes note management tools (create, search, update,…
N/A N/A
47813
MK3Core
flickr-mcp Claim
Flickr MCP server — tag photos, write descriptions, set titles, and add photos …
N/A N/A
47814
julianoczkowski
Secure MCP server for querying Google NotebookLM notebooks. Enables AI assistan…
N/A N/A
47815
with0utwhy
Taste Claim
Expert review for AI agents. On-chain proof of human review.
47816
Shentia
MCP Generate Unit Testing Server An intelligent Model Context Protocol (MCP) s…
N/A N/A 95
47817
awaybreaktoday
Enables comprehensive interaction with GitHub repositories, including code mana…
81
47818
Augustas11
AntFeed Claim
Discover and transact on the AntSeed P2P AI network from any MCP-compatible age…
N/A N/A
47819
Cnd-North
Admissions data & match scores for law, medical, dental, MBA, pharmacy, vet, op…
47820
sofiajameson20-star
nordic-data Claim
Global B2B intelligence for AI agents: 35M+ companies, 1.6M sanctions, KYB pack…
47821
Moresl
cchub Claim
CCHub - Claude Code 生态管理平台 | Claude Code Ecosystem Management Platform (MCP, Sk…
N/A N/A 95
47822
oktopeak
filevine-mcp Claim
Open-source MCP server connecting Claude to Filevine practice management. Built…
N/A N/A
47823
CSOAI-ORG
Agent Token Budget MCP — hard per-session token + spend cap with signed budget-…
81
47824
NOVA-3951
Raindrop.io Claim
Manage and curate your Raindrop.io bookmarks, collections, and tags without lea…
N/A N/A 95
47825
Bitbucket MCP Claim 1
Model Context Protocol (MCP) server for Bitbucket Cloud and Server API integrat…
N/A N/A 81
47826
kongyo2
MCP server that provides npm package information for AI agents during TypeScrip…
N/A N/A
47827
MarshallEriksen-Neura
A lightweight gateway server that provides a unified connection entry point for…
81
47828
kychee-com
run402-mcp Claim
Enables users to provision, manage, and query AI-native Postgres databases dire…
N/A N/A 95
47829
Autostackup
sales Claim
BANT + MEDDIC qualification, ICP scoring, pipeline forecasting & outreach for C…
N/A N/A
47830
hamzaamjad
A powerful MCP server that extracts, stores, searches, and analyzes Claude.ai c…
47831
jordanburke
A local MCP server that enables LLMs to execute shell commands on remote hosts …
N/A N/A
47832
claudetest Claim 1
Playwright & Appium test automation for Claude. Generate tests, diagnose failur…
N/A N/A 69
47833
Eclipse-XV
See setup blow. Enable AI agents to interact with Twitch streams by sending cha…
N/A N/A 95
47834
smallhandsome
ShotAPI Claim
Screenshot and HTML Rendering MCP Server for AI Agents. Capture screenshots, re…
47835
Book Metadata Claim 1
Search Google Books and Open Library for book metadata, covers, and publication…
N/A N/A 81
47836
SocialAPI-AI
socialapi Claim 1
MCP server for SocialAPI — manage social media comments, DMs, reviews, and ment…
N/A N/A 83
47837
caliper
Occam Claim
Occam is an MCP server that discovers mathematical equations from numerical dat…
81
47838
falcosan
Provide AI models with seamless access to Meilisearch's powerful search and ind…
N/A N/A 95
47839
Semiotronika
LINZA Claim
Local-first MCP sidecar for Markdown artifacts, review intents, and supervised …
N/A N/A
47840
agoradigest
MCP server that connects your AgoraDigest A2A agent to MCP-compatible clients, …
47841
dave
testing Claim
N/A N/A 95
47842
kynto2001-ctrl
XRPL wallet risk scoring. Behavioral tags, sub-scores, graph analysis. Pay per …
N/A N/A 95
47843
webmyc
172+ tools, 12 builders, context-aware filtering. SafeEdit safety.
N/A N/A 83
47844
adelaidasofia
One MCP, many parsers. Routes between markitdown, Docling, and LlamaParse. Plus…
N/A N/A
47845
sling-cli Claim 1
Sling CLI MCP server for querying any database, running data pipelines and mana…
N/A N/A 81
47846
stanley17112000-1yps
**GetCurrentOffer** is a remote MCP server that lets AI agents search live cred…
81
47847
PostHog
A Model Context Protocol server that enables Claude Desktop users to interact d…
N/A N/A 95
47848
Olostep MCP server for web scraping, google search and website urls search.
N/A N/A 81
47849
plate-to
Plate MCP Claim
Lightweight project management for teams and AI agents.
47850
Secure integration between AI tools and Egnyte content with search, analysis, a…
N/A N/A 81
Showing 47801–47850 of 47923 servers