MCP Server Quality Scores

Independent quality analysis of 67226 public MCP servers

67226
Discovered
32320
Scored
2112
Verified
16953
Complete

Last updated 3 hours, 53 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
52951
Casemargin
Turn a support ticket into a structured case brief, or score its L2 escalation …
N/A N/A
52952
PatVandyke
bunpro-mcp Claim
An unofficial MCP server for Bunpro that exposes its review queue, search, stat…
52953
limitless235
Athena Claim
A project-aware, capability-driven advisory framework for AI coding assistants,…
N/A N/A
52954
merciless-artist
serverclaude Claim
N/A N/A 95
52955
Santiagociroc11
Dynamis Claim
MCP server for the DYNAMIS doctrine system, providing access to expert knowledg…
N/A N/A
52956
FranciscoPereira474
An AI-powered inventory management system with a natural language interface, en…
N/A N/A
52957
sharmasuraj0123
Provides seamless integration with the XO platform for container deployment, ap…
52958
brief-md
brief-mcp Claim
MCP server for BRIEF.md that captures decisions, constraints, and questions dur…
N/A N/A
52959
automationagent10-max
Converts a local MCP server into a remote HTTP-accessible REST API server with …
81
52960
akshayjain1996
tasklix Claim
The shared task board your autonomous agent fleet can read and write.
52961
with0utwhy
Taste Claim
Expert review for AI agents. On-chain proof of human review.
52962
vmanoilov
servers Claim
N/A N/A 95
52963
StabRise
MCP server for detecting and redacting PII (Personally Identifiable Information…
52964
manza7014
tingyun-mcp Claim
Allows AI assistants to query Tingyun (Wukong) platform monitoring data for App…
52965
MaximilianoRodrigoSoria
Exposes database and external API tools via the Model Context Protocol, enablin…
52966
balakumardev
Enables AI-powered web research using your existing Perplexity Pro subscription…
N/A N/A
52967
beomsu317
notion Claim
N/A N/A 95
52968
agenticsrclab
Crypto market intelligence, evidence, watchlists, feedback, and paid x402 SKU r…
N/A N/A
52969
Arkya-AI
Anchor MCP Claim
Provides persistent, local-first long-term memory for LLMs using Voronoi-partit…
N/A N/A 95
52970
michalstrnadel
public Claim
Read-only MCP access to DSGHT.ai published foresight and country-grounded claim…
52971
cyanheads
Screen names against OFAC, EU, UK, UN sanctions lists; resolve entities via GLE…
52972
arturayupov
Provides AI agents with access to a structured compliance dataset covering priv…
52973
ruby0606
Integrates multiple earthquake data sources (IRIS, USGS, GNSS) for comprehensiv…
52974
Dayoooun
Enables natural language querying of Korean statistical data from KOSIS, includ…
N/A N/A
52975
emily397
Provides AI agents with 6 tools for searching Hugging Face models, GitHub trend…
52976
Boyan253
Enables AI assistants to read and control FL Studio 2025 projects via file-base…
N/A N/A
52977
jsk6387
Automates AWS EBS volume initialization via AWS Systems Manager, supporting mul…
52978
timothywarner-org
Study materials, code examples, and practice scenarios for Anthropic's Claude C…
N/A N/A JU
52979
jmendozaperez-godaddy
An MCP server implementation that enables generation of Google Ads content thro…
81
52980
amornpan
Provides access to earthquake data from the Thai Meteorological Department (TMD…
52981
cygkichi
MCP server for accessing Japanese government statistics portal 'e-Stat' API, en…
52982
Enhanced Linux filesystem access with symlinks, permissions, and chmod support
N/A N/A 81
52983
andrefigueira
mcp-control Claim
MCP server that gives Claude Code full mouse, keyboard, and app control on macO…
N/A N/A
52984
logly-uk
Query your Logly web analytics — traffic, breakdowns, funnels, real-time visito…
52985
gomarble-ai
Bridges STDIO-based MCP clients with SSE-based MCP servers, allowing applicatio…
81
52986
rakibhossain72
Exposes Uniswap V2 and V3 on-chain data and swap execution as MCP tools, resour…
52987
hellowind777
Multi-engine web search and content extraction MCP server with 10 sources, 4-wa…
52988
thijs-hakkenberg
A Model Context Protocol server that uses Git as a backend for a collaborative …
N/A N/A
52989
mwl313
Namu Watcher Claim
Enables monitoring of Namu Wiki real-time search trends, including top keywords…
52990
anasahmed07
Enables MCP-aware agents to interact with the classic Outlook desktop client fo…
N/A N/A
52991
takiguchi-yu
An MCP server for Google Workspaces.
N/A N/A 95
52992
Offline AI-powered local file search. BM25 + semantic hybrid search across all …
N/A N/A 81
52993
MCP server for data engineering: validation, transformation, visualization, and…
N/A N/A 81
52994
davidphc
telegram-mcp Claim
An MCP server that connects to a Telegram group chat, persists messages to a lo…
52995
mikimatsub
swsd Claim
MCP server for SolarWinds Service Desk: tickets, knowledge base, and the servic…
N/A N/A
52996
kaushik701
MCP server that wraps the NASA Space-Track API to provide tools for TLE lookup,…
52997
astro-tools
Astrodynamics MCP server: TLE/SGP4, Lambert, access windows, porkchop, B-plane …
N/A N/A
52998
akiraKido
Enables checking build status, starting/canceling builds, and managing Unity Cl…
N/A N/A
52999
cornelcroi
Enables users to ask questions about their spreadsheets in plain English and re…
N/A N/A 95
53000
fabricioartur
Enables AI assistants to translate Portuguese text into LIBRAS glosses and scri…
Showing 52951–53000 of 67226 servers