MCP Server Quality Scores

Independent quality analysis of 66495 public MCP servers

66495
Discovered
31823
Scored
2112
Verified
16953
Complete

Last updated 1 hour, 19 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
57701
1clickreport
1ClickReport Claim
40 tools for marketing analytics, campaign management, and AI monitoring across…
57702
JasonCZMeng
assay Claim
x402 service-quality oracle: check a service's paid-probe quality tier and scor…
N/A N/A
57703
MarkovianProtocol
provenance Claim
Stamp any data to the Markovian chain for a verifiable provenance receipt. Prov…
57704
SCom-82
An unofficial MCP server that provides 17 tools for Yandex/Google rank tracking…
57705
mSaeedS
JFrog MCP Claim
Read-only MCP server for JFrog Artifactory repository intelligence, enabling li…
57706
usepopup
Read-only MCP server for PopUp — search vendors, manage events, and track appli…
N/A N/A 83
57707
smspgh
Enables comprehensive Windows process and service management with secure UAC el…
N/A N/A 95
57708
u9401066
Provides validated clinical scoring tools for AI agents via MCP, with evidence-…
57709
LeoSole423
Enables AI assistants to locally process images with tools for cropping, zoomin…
N/A N/A
57710
Dmitriusan
Analyzes database migrations for risks like lock contention and data loss befor…
57711
madsd
Enables users to search and fetch PubMed biomedical literature articles through…
57712
Deadlypillow
Turn agent intent into physical parts: engineering review, measured geometry, c…
57713
Tomalarrrr
Search, value, sell, and trust-check used bikes on Cyclesite — UK's used-bicycl…
57714
shin-bot-litellm
litellm-mcp Claim
Give AI agents access to 100+ LLMs. Call any model, compare outputs.
N/A N/A 75
57715
ZWingett
AI-powered board deck generation and governance reporting for private equity fi…
57716
theYahia
bog-ipay-mcp Claim
MCP server for Bank of Georgia iPay payment gateway, enabling payment orders, r…
N/A N/A
57717
followtz
量化交易MCP工具集,27个工具覆盖策略指标、回测引擎、风控分析和数据管线
57718
Humanform Claim 1
Anthropometric prediction API: predict measurements, list countries, list measu…
N/A N/A 69
57719
DominikPollok
A safety-gated Python MCP server for Metabase that lets MCP clients and agents …
57720
Shangri-la-0428
psyche-ai Claim
Emotional intelligence for AI agents: neurotransmitter mood, personality, empat…
N/A N/A 95
57721
gildara
mcp-server Claim
Operating contracts for AI agents. Structured instructions compiled into system…
N/A N/A
57722
CSOAI-ORG
Firmware Attestation MCP — hardware trust layer for sovereign AI. Scan firmware…
N/A N/A
57723
Patr56
yadisk-mcp Claim
MCP server for Yandex Disk that enables file and folder management, search, upl…
N/A N/A
57724
Zilliqa
Enables LLMs to query Zilliqa validator node metrics including stake, earnings,…
57725
akbaraziz
conduitAI Claim
Search, browse, and install MCP servers, agents, skills, and plugins from condu…
N/A N/A 83
57726
Prudai
Dutch case law over MCP: search & fetch uitspraken by ECLI (Rechtspraak Open Da…
N/A N/A
57727
saya6k
mcp-chzzk Claim
Enables querying the Chzzk live-streaming platform for channels, live broadcast…
57728
funcion90
Enables interaction with Notion workspaces through the Notion API with health m…
N/A N/A 95
57729
amalikn
MCP server for the Obsidian CLI with controlled profiles for governed read-only…
N/A N/A 95
57730
CSOAI-ORG
music-production-ai-mcp MCP server by MEOK AI Labs
N/A N/A 95
57731
centrender
An MCP server for GoHighLevel with 82 live-tested tools, enabling CRM operation…
57732
Red-Panda-Dev
Read-only MCP server providing access to Belarusian securities data: tokens, sh…
81
57733
RyanAlberts
Agent-harness picks, search, and decision guides over a curated, weekly-rescore…
N/A N/A
57734
harholinsky
Ledgy Claim
Log, query, and edit expenses, budgets, and accounts in Ledgy from any MCP-comp…
57735
pbuff07
mcp_zoomeye Claim
N/A N/A 95
57736
aryaminus
astro Claim
Multi-tradition astrology. 19 modes, 18 tools. Deterministic ephemeris engine.
N/A N/A
57737
TsukumoHQ
trovex Claim
Serves coding agents one canonical doc per query instead of rereading the repo …
N/A N/A
57738
kanbanzone
Enables AI assistants to manage Kanban Zone workspaces via 23 tools for boards,…
57739
lqwdtech
LQWD Gateway Claim
Free Lightning faucet MCP — agents register, get an inbound channel, bootstrap …
57740
manycontacts
# ManyContacts MCP Server MCP (Model Context Protocol) server for [ManyContact…
81
57741
koala73
Live markets, conflicts, country risk, chokepoints, energy, and China decision …
57742
markswendsen-code
MCP server connector for Lyft ride-sharing — request rides, get fare estimates,…
N/A N/A
57743
borisgujvin
dittu Claim
Turns a phone into a camera+Bluetooth remote so AI assistants can see and contr…
57744
authzx
mcp-gateway Claim
AuthzX MCP Gateway — policy-enforcing proxy between AI agents and MCP servers
N/A N/A
57745
axel-belfort
SEO keyword research API for AI agents. Generate keyword ideas from Google Sugg…
N/A N/A 95
57746
blake365
Read-only MCP server for options research with server-side filtering to reduce …
57747
culstrup
Enables natural language interaction with Unanet GovCon ERP for project managem…
N/A N/A
57748
oriz-archive
Provides mental models, design patterns, debugging approaches, and structured t…
57749
dbmcco
Enables Claude to manage Apple Reminders on macOS, including creating, reading,…
N/A N/A 95
57750
Moddable-Games
15 tools for chess variant analysis, hex map generation, and board game utiliti…
Showing 57701–57750 of 66495 servers