MCP Server Quality Scores

Independent quality analysis of 66475 public MCP servers

66475
Discovered
31805
Scored
2112
Verified
16953
Complete

Last updated 8 hours, 22 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
60951
pipeworx-io
Enables querying statistical data from the Statistical Office of the Republic o…
60952
harshadk99
Simulates sensitive internal tools as a honeypot to detect unauthorized access …
60953
danielscholl
Enables semantic search over an Obsidian vault using natural language, retrievi…
N/A N/A
60954
nicoaguerrero
MCP Server for interacting with the MyAnimeList API, allowing LLM clients to ac…
60955
danafitkowski
Forensic scheduling MCP for Primavera P6 (XER): AACE windows, DCMA-14, Monte Ca…
60956
Ctrl-Creeper
Enables AI agents to control Android phones via MCP and HTTP. Supports screen c…
N/A N/A
60957
ch-raph
Cache-first MCP server for Linear that provides tools to search, read, create, …
60958
microsoft
Enables building MCP servers using TypeSpec, with tools to scaffold, compile, a…
N/A N/A
60959
scvcoder
Enables natural language interaction with the Korean Personal Information Prote…
60960
CSOAI-ORG
seo-checker-ai-mcp MCP server by MEOK AI Labs
N/A N/A
60961
hyperpolymath
Unified MCP server for observability and monitoring, providing tools to query m…
60962
Eunseo27
kpop-wiki Claim
Enables searching, retrieving, creating, and updating K-POP wiki pages (artists…
N/A N/A
60963
robertocirillo
Let existing MCP servers ask for missing required tool arguments through MCP el…
N/A N/A
60964
tommysdaniel
Connects AI tools to InfluIQ for analyzing influencers, discovering creators, a…
60965
icryo
sshmcp Claim
A stateful SSH MCP server that gives Claude persistent shell sessions over SSH,…
60966
modus-agendi
Start, observe, and interact with Claude Managed Agents from any MCP client — l…
60967
quick-sort
llm-wiki-mcp Claim
Enables natural language query and ingestion of wiki knowledge bases built from…
N/A N/A
60968
dsers
Official DSers MCP for dropshipping: import, edit, price, and publish products …
60969
YoppaV
Read-only MCP server for investigating Polymarket wallets, markets, and cross-w…
N/A N/A
60970
diodechain
Enables interaction with ExoSense IoT devices, sensors, groups, and assets via …
N/A N/A
60971
Kris-Wang05
ibkr-mcp Claim
Enables LLM agents to interact with Interactive Brokers accounts for market dat…
N/A N/A
60972
vaspap1790
jira-mcp Claim
A Model Context Protocol (MCP) server that provides tools for interacting with …
60973
kazan-project-manufactory
Enables AI assistants to manage CRM deals and tasks on Aspro Cloud, including C…
N/A N/A
60974
PranavPradhan
sonicpi-mcp Claim
Enables AI-powered music generation and control of Sonic Pi through natural lan…
N/A N/A
60975
predictionmarketspicks
Prediction-market quant tools — expected value, Kelly sizing, Bayesian updating…
60976
cwt
Enables AI assistants to interact with Mercurial repositories, supporting versi…
60977
owieschon
bank.mcp Claim
MCP server that turns bank transactions into a financial digest including cash-…
N/A N/A
60978
bonigarcia
[WIP] Context engineering: the art and science of shaping context-aware AI syst…
N/A N/A
60979
albinjal
Facilitates structured multi-agent debates with arguments, rebuttals, and judgm…
60980
ayushshah31
An MCP server that connects Claude to FileMaker databases via the Data API, ena…
60981
caron14
Provides a RAG system for your Obsidian Vault using DuckDB and vector search, e…
N/A N/A
60982
PritamPatil2603
Enables AI assistants to extract and structure content from documents (PDFs, im…
N/A N/A
60983
karellen
Provides LLM clients with structured code intelligence through LSP servers, ena…
N/A N/A
60984
jiahuidegit
A secure remote server management tool based on MCP protocol, supporting SSH co…
60985
gianpieropuleo
Enables AI assistants to access and work with Radix UI libraries (Themes, Primi…
60986
hdkiller
Coach Watts Claim
Remote MCP server for training, nutrition, wellness, and performance data with …
60987
magico13
Enables managing recipes via a web UI and MCP tools, allowing retrieval and sav…
N/A N/A
60988
AcuityScan
Enables AI clients to run comprehensive website scans for security, accessibili…
60989
davep
ngmcp Claim
Enables AI agents to query and browse Norton Guide database files, providing to…
N/A N/A
60990
elliot-evno
A basic MCP server built with FastMCP framework that provides example tools for…
N/A N/A 95
60991
BACH-AI-Tools
Enables scraping Walmart product data, including product details, top products …
N/A N/A
60992
iflow-mcp
Enables secure terminal command execution, directory navigation, and file syste…
N/A N/A
60993
soapboxbuild
arcadia-mcp Claim
Connects to 7,000+ utilities to surface bill data, interval meter readings, and…
60994
apexradius
Multi-account Google Search Console MCP: analytics, URL inspection, sitemaps ac…
N/A N/A
60995
QalaLabs
MCP server for daily payment reconciliation between Razorpay and Odoo, with Wha…
60996
musictechlab
mtl-c2pa-mcp Claim
MCP server for reading C2PA content provenance manifests from media files, enab…
N/A N/A
60997
tomnagengast
Provides AI agents with secure access to Salesforce data and operations, enabli…
60998
clemdevlin
Enables GitHub repository operations (list/read files, create branches, commit …
60999
shanika
mcp-waggle Claim
An MCP server for planning and overseeing the tecture-graph project, giving cod…
61000
shubhamauti9
A production-ready MCP server template that connects LLMs and AI agents to exte…
N/A N/A
Showing 60951–61000 of 66475 servers