MCP Server Quality Scores

Independent quality analysis of 66518 public MCP servers

66518
Discovered
31840
Scored
2112
Verified
16953
Complete

Last updated 2 hours, 7 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
45451
Eunseo27
kpop-wiki Claim
Enables searching, retrieving, creating, and updating K-POP wiki pages (artists…
N/A N/A
45452
microsoft
Enables building MCP servers using TypeSpec, with tools to scaffold, compile, a…
N/A N/A
45453
icryo
sshmcp Claim
A stateful SSH MCP server that gives Claude persistent shell sessions over SSH,…
45454
scvcoder
Enables natural language interaction with the Korean Personal Information Prote…
45455
tommysdaniel
Connects AI tools to InfluIQ for analyzing influencers, discovering creators, a…
45456
robertocirillo
Let existing MCP servers ask for missing required tool arguments through MCP el…
N/A N/A
45457
YoppaV
Read-only MCP server for investigating Polymarket wallets, markets, and cross-w…
N/A N/A
45458
quick-sort
llm-wiki-mcp Claim
Enables natural language query and ingestion of wiki knowledge bases built from…
N/A N/A
45459
diodechain
Enables interaction with ExoSense IoT devices, sensors, groups, and assets via …
N/A N/A
45460
Kris-Wang05
ibkr-mcp Claim
Enables LLM agents to interact with Interactive Brokers accounts for market dat…
N/A N/A
45461
vaspap1790
jira-mcp Claim
A Model Context Protocol (MCP) server that provides tools for interacting with …
45462
kazan-project-manufactory
Enables AI assistants to manage CRM deals and tasks on Aspro Cloud, including C…
N/A N/A
45463
modus-agendi
Start, observe, and interact with Claude Managed Agents from any MCP client — l…
45464
predictionmarketspicks
Prediction-market quant tools — expected value, Kelly sizing, Bayesian updating…
45465
PranavPradhan
sonicpi-mcp Claim
Enables AI-powered music generation and control of Sonic Pi through natural lan…
N/A N/A
45466
cwt
Enables AI assistants to interact with Mercurial repositories, supporting versi…
45467
bonigarcia
[WIP] Context engineering: the art and science of shaping context-aware AI syst…
N/A N/A
45468
owieschon
bank.mcp Claim
MCP server that turns bank transactions into a financial digest including cash-…
N/A N/A
45469
ayushshah31
An MCP server that connects Claude to FileMaker databases via the Data API, ena…
45470
albinjal
Facilitates structured multi-agent debates with arguments, rebuttals, and judgm…
45471
PritamPatil2603
Enables AI assistants to extract and structure content from documents (PDFs, im…
N/A N/A
45472
caron14
Provides a RAG system for your Obsidian Vault using DuckDB and vector search, e…
N/A N/A
45473
karellen
Provides LLM clients with structured code intelligence through LSP servers, ena…
N/A N/A
45474
jiahuidegit
A secure remote server management tool based on MCP protocol, supporting SSH co…
45475
BACH-AI-Tools
Enables scraping Walmart product data, including product details, top products …
N/A N/A
45476
AcuityScan
Enables AI clients to run comprehensive website scans for security, accessibili…
45477
davep
ngmcp Claim
Enables AI agents to query and browse Norton Guide database files, providing to…
N/A N/A
45478
soapboxbuild
arcadia-mcp Claim
Connects to 7,000+ utilities to surface bill data, interval meter readings, and…
45479
elliot-evno
A basic MCP server built with FastMCP framework that provides example tools for…
N/A N/A 95
45480
iflow-mcp
Enables secure terminal command execution, directory navigation, and file syste…
N/A N/A
45481
gianpieropuleo
Enables AI assistants to access and work with Radix UI libraries (Themes, Primi…
45482
magico13
Enables managing recipes via a web UI and MCP tools, allowing retrieval and sav…
N/A N/A
45483
dhamma-seeker
Search, cite, and compare the Pāli Canon (Tipiṭaka) — full coverage at parity w…
45484
musictechlab
mtl-c2pa-mcp Claim
MCP server for reading C2PA content provenance manifests from media files, enab…
N/A N/A
45485
tomnagengast
Provides AI agents with secure access to Salesforce data and operations, enabli…
45486
clemdevlin
Enables GitHub repository operations (list/read files, create branches, commit …
45487
shanika
mcp-waggle Claim
An MCP server for planning and overseeing the tecture-graph project, giving cod…
45488
go2
mcp-server Claim
N/A N/A 95
45489
AiAgentKarl
Enables AI agents to make micropayments using USDC on Solana via the x402 proto…
45490
Rorogogogo
An MCP server that enables AI-assisted job search workflows including job disco…
N/A N/A
45491
ktg-one
stac2026 Claim
Personal AI infrastructure gateway orchestrating memory, workflow automation, k…
N/A N/A
45492
postio-uk
Postio Claim
UK address (Royal Mail PAF), email, and phone (live HLR carrier) validation via…
N/A N/A
45493
abhich2507
Enables GEANT4 particle physics simulations via Claude Desktop, allowing config…
N/A N/A
45494
marcserrat
Provides AI assistants with access to the SoftwareOne Marketplace API, enabling…
81
45495 N/A N/A 95
45496
Terry-Wang-Lynx
cc-in-codex Claim
Enables Codex to manage a local Claude Code companion through MCP, implementing…
N/A N/A
45497
mtsboy01
Enables authorized Android security testing with static and dynamic analysis, F…
N/A N/A
45498
severzemlya
hato Claim
Enables inter-session messaging for Claude Code, allowing sessions on different…
N/A N/A
45499
heronsec
Heron Claim
Security scanning for AI agent skills, MCP servers, and agent prompts, returnin…
45500
NatiCha
MCP server for controlling Meticulous espresso machines via Claude and other AI…
N/A N/A
Showing 45451–45500 of 66518 servers
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