MCP Server Quality Scores

Independent quality analysis of 66534 public MCP servers

66534
Discovered
31840
Scored
2112
Verified
16953
Complete

Last updated 2 hours, 9 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
43751
esreekarreddy
Enables AI-assisted development by providing a library of 110+ curated prompts,…
43752
valk-ryx
email-mcp Claim
N/A N/A 95
43753
alexar76
ARGUS-3 stdio MCP (argus_ask, argus_status). WARDEN firewall blocks poisoned MC…
N/A N/A
43754
miningyu
An MCP server that connects AI agents to Scouter APM, enabling natural-language…
N/A N/A
43755
camiloluvino
Enables AI assistants to interact with Roam Research graphs through comprehensi…
81
43756
wintenboy
Enables searching and querying Korean law ontology via SPARQL, with tools for l…
43757
asdasgusdas
Deploy a remote MCP server on Cloudflare Workers without authentication, enabli…
43758
VictoriaMetrics-Community
MCP Server for VictoriaMetrics. Provides integration with VictoriaMetrics API a…
N/A N/A 75
43759
venkata210
Orchestrates multiple AI agents (Product Manager, Software Architect, Engineer,…
N/A N/A
43760
wyre-technology
Provides AI assistants with structured access to the Freshdesk customer support…
43761
TeodorDre
Enables AI assistants to access documentation of Vue UI components, including p…
N/A N/A
43762
RohanAnandPandit
MCP server providing data connectivity to the Trading212 trading platform, enab…
43763
soofi-project
Enables AI assistants to interact with Eclipse Dataspace Components (EDC) conne…
43764
baller-coder
Federated MCP server that joins relational metadata (MySQL) with timeseries val…
43765
masayukick
A serverless MCP (Model Context Protocol) implementation on Cloudflare Workers …
81
43766
rupinder2
mcp-gateway Claim
Aggregates tools from multiple MCP servers with unified BM25/regex search and d…
N/A N/A 81
43767
cyanheads
Search, detail, and discovery for movies, TV, and people on The Movie Database …
N/A N/A
43768
NabheetCloud
Unofficial read-only MCP server for your local WhatsApp chat history (stays on …
N/A N/A 81
43769
Aimino-Tech
Five-tier MCP server for lightning-fast HTML generation from AI agents. Assembl…
43770
AiAgentKarl
Enables autonomous research by integrating multiple free sources including web …
43771
buvaneswaraneb
A secure, read-only MCP server that empowers Claude Desktop and AI agents to sa…
N/A N/A
43772
xin10ylop
Enables backtesting of limit-order strategies on Polymarket's BTC 5-minute mark…
43773
oni-chan69
Enables efficient analysis of large codebases using Claude Code and Kimi K2.5 t…
N/A N/A
43774
AgentBill Claim 1
Billing infrastructure for AI agents. Preflight spend checks + post-execution u…
N/A N/A 81
43775
DhruviPatel712
Enables safe, read-only querying and schema exploration for Microsoft SQL Serve…
43776
ahmedxuhri
Big Indexer Claim
Architecture-aware MCP context with boundaries, seams, impact scope, and BGI-TW…
N/A N/A
43777
rznies
MCP server with 12 tools for design, UX, conversion, and product knowledge from…
N/A N/A
43778
rabi-siddique
This MCP server provides authentication via wallet sign-in (SIWE) and authoriza…
43779
lucianfialho
Enables sharing coding progress on Twitter by analyzing sessions and generating…
43780
socials-zanskar
Enables interaction with the Nubra trading platform for authentication, instrum…
43781
BESSER-PEARL
MCP server for BESSER low-code platform enabling AI assistants to create, manip…
N/A N/A
43782 N/A N/A 95
43783
autoworks-ai
AutoVault Claim
AutoVault is an MCP server that provides a local-first vault for AI agent skill…
43784
beliq-eu
beliq-mcp Claim
Validates electronic invoices (XRechnung, ZUGFeRD, Factur-X, Peppol BIS, etc.) …
43785
Sagargupta16
A personal AI memory hub that stores and retrieves personal data from any MCP-e…
N/A N/A
43786
Code-Fundi
dispersl-mcp Claim
Integrates with Dispersl to provide multi-agent orchestration for AI-driven sof…
N/A N/A
43787
YanQiu0207
wxpush-mcp Claim
Wraps WeChat push capability as MCP tools, allowing users to send WeChat templa…
43788
basegridio
Gives Claude Desktop, Cursor, Cline, and other MCP-compatible AI tools persiste…
43789
11cafe
Provides a remote coding environment for AI to publish static websites as live …
43790
rober8b
governor Claim
Governor is an MCP server that acts as a safety belt for AI agent payments, pro…
N/A N/A
43791
wyl116
MCP server for parsing Chinese fuzzy time expressions (e.g., '昨天', '下午3点', '中秋节…
43792
namitbhardwaj
grgdbsd Claim
N/A N/A 95
43793
NoBanks
Enables AI agents to manage veterinary practice data through ezyVet API, includ…
43794
FoxTrove
Public read-only MCP server for FoxTrove Voice, enabling LLMs to query call log…
43795
jamestelfer
Sandy Claim
Provides a sandboxed environment for AI coding agents to execute TypeScript AWS…
N/A N/A
43796
This web browser has been designed to help your agent debug and develop complex…
N/A N/A 81
43797
Evan-Kim2028
preset-mcp Claim
MCP server for Preset (managed Apache Superset). Manage dashboards, charts, and…
43798
zhixuan2333
Enables MCP clients to control a Nordic PPK2 for power profiling: configure sou…
N/A N/A
43799
benro
A multi-domain productivity tool that currently enables job search automation, …
81
43800
mazah81-gif
Greet people in multiple languages and perform quick math. Generate images from…
N/A N/A 95
Showing 43751–43800 of 66534 servers
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