MCP Server Quality Scores

Independent quality analysis of 47066 public MCP servers

47066
Discovered
29577
Scored
2112
Verified
16952
Complete

Last updated 1 hour, 30 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
46901
JoaoCarabetta
This MCP server provides AI-optimized access to Brazil's largest open data plat…
46902
SymbolStar
gmail-mcp Claim
Enables reading Gmail emails through the Model Context Protocol, supporting lis…
N/A N/A
46903
TradeOS-AI
[TEST] TradeOS MCP bridge: ticker search, My Agent, chart TA, macro news. npm o…
46904
codmir
mcp Claim
AI-powered task execution, tickets, sprints, error debugging, and desktop contr…
N/A N/A
46905
carlosmgv02
Professional AI-powered architecture diagram generator with multi-cloud support…
N/A N/A
46906
FutureEnterprises
Hands a human's working browser session — tabs, scroll positions, video timesta…
46907
iborymagic
Aseprite-MCP Claim
Enables AI assistants to automate Aseprite tasks such as sprite sheet export, f…
N/A N/A
46908
benswork-space
priceof Claim
Verified pricing data for 50+ SaaS products. Query, compare, and calculate team…
N/A N/A 95
46909
qsale-io
qsale-mcp Claim
MCP server for the QSale headless commerce platform enabling catalog, content, …
N/A N/A
46910
subtype-space
subspace-api Claim
Stateless MCP server providing tools for weather forecasts and alerts, real-tim…
46911
Suganthan-Mohanadasan
An MCP server for BigQuery that lets Claude answer questions about your search …
46912
thorrevoets
test Claim
N/A N/A 95
46913
benkeeley9
Enables AI assistants to execute SQL queries and explore databases, tables, and…
N/A N/A
46914
mathomhaus
guild Claim
Shared context, memory, and task coordination across AI coding agents. Single G…
N/A N/A
46915
OutreachToday
Set up and manage cold outreach email accounts and domains. Build powerful AI s…
N/A N/A 95
46916
Regsorm
bsl-context Claim
MCP server that validates AI-generated 1C:Enterprise (BSL) code against the rea…
N/A N/A
46917
Mr-wang007s
Enables LLM Desktop clients to generate rich media content like PPT, HTML, and …
46918
j2c214c
Millimeter-precision furniture & storage product data for AI agents. Search by …
81
46919
kairogenai
Kairogen MCP Claim
MCP server for Kairogen that enables generating images and videos with various …
46920
feelautom
tia-connect Claim
First industrial-grade MCP server for Siemens TIA Portal. Program PLC/HMI (SCL…
N/A N/A 95
46921
the-sid-dani
Integrates Lever ATS with Claude Desktop to manage hiring pipelines through nat…
46922
rharper105
reportcraft Claim
Generate Splunk dashboards, reports, and alerts from natural language. No API k…
N/A N/A 95
46923
hazoservices
gotimer-mcp Claim
81
46924
luc-vocab
A Docker-based deployment that wraps the Gemini MCP server with supergateway to…
81
46925
urbanmorph
Description: Query India's open geo data in natural language. 8 tools: list lay…
46926
mandalazenwave
fillin Claim
81
46927
lattmamb
agent-0 Claim
N/A N/A 95
46928
Gordian-Labs
Enables AI agents to discover and pay for x402-enabled services using natural l…
46929
CSOAI-ORG
churn-predictor-ai-mcp MCP server by MEOK AI Labs
N/A N/A
46930
RufengLai
Enables natural language search of ANSA Python API documentation, allowing AI t…
N/A N/A
46931
zhurong2020
pyobfus Claim
Official MCP server for the pyobfus Python obfuscator (installed from PyPI as `…
N/A N/A 95
46932
aitorgarcia21
ifg-tax Claim
International tax research — 213 jurisdictions, 500K+ legal documents.
N/A N/A 83
46933
sendmarc
Provide secure, read-only access to Sendmarc account and domain reporting data …
N/A N/A 95
46934
nonibytes
BusyBee Claim
Autonomous TDD coding agent that converts specifications into feature lists and…
81
46935
entscheidsuche
Suche in Schweizer Gerichtsentscheiden aller Instanzen (Bund, Kantone) in DE/FR…
46936
SyncTek-LLC
GhostQA Claim
AI personas navigate your web app in real browsers, find bugs and UX issues. No…
N/A N/A 83
46937
lazymac2x
Cloudflare Workers MCP server: ai-agent-scratchpad
46938
contactxyz-admin
morningform Claim
stdio MCP proxy for MorningForm — bridges Claude Code to MorningForm HTTPS MCP …
N/A N/A
46939
WhoSoEverM8
knowmind Claim
Knowledge graph & long-term memory for AI agents: recall, relations, store, sta…
N/A N/A
46940
ilask
Enables interaction with Redmine projects and issues via the Cline VS Code exte…
81
46941
BharathiDonku7
A production-grade MCP server that provides financial ML tools including RAG se…
N/A N/A
46942
CogniRelay Claim 1
Self-hosted continuity and collaboration substrate for autonomous agents.
N/A N/A 76
46943
frase
SEO, GEO & AI Visibility — research, write, optimize, publish & monitor content.
N/A N/A 95
46944
glivera
Professional SEO auditing: 15 tools, 9 checks, CWV, E-E-A-T, schema, GEO. Free …
46945
mattransmith-cmyk
trades Claim
Stock trades of U.S. Congress & executive-branch officials, with conflict flags…
46946
weester-yan
Provides current time and timezone conversion using IANA timezone names, with a…
N/A N/A
46947
markswendsen-code
MCP server for Starbucks — let AI agents search the menu, customize drinks, fin…
N/A N/A
46948
dgalarza
Enables interaction with the Buttondown newsletter API for managing emails, sub…
46949
Find verified appliance repair, HVAC, and plumbing technicians by location and …
N/A N/A 81
46950
kdr
A server that provides tools for working with YouTube URLs, video IDs, and thum…
N/A N/A
Showing 46901–46950 of 47066 servers