MCP Server Quality Scores

Independent quality analysis of 58691 public MCP servers

58691
Discovered
29879
Scored
2112
Verified
16953
Complete

Last updated 2 hours, 20 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
◎ Verified Scores
17651
rishipradeep-think41
Enable seamless interaction with Google Calendar through a standardized protoco…
D 52 53 54 66 0 41 95
17652
RedCiprianPater
NWO Robotics Claim
Control real robots and IoT devices through AI agents. Self-register with walle…
D 52 44 86 0 27 81
17653
danielsteman
Provides movie listings, showtimes, and personalized recommendations for Amster…
D 52 55 90 51 0 24 81
17654
MadaBurns
dns Claim
DNS and email security scanner with 78 MCP tools for SPF, DMARC, DNSSEC, SSL, a…
D 52 55 90 10 0 74 82
17655
Ruashots
Proxmox MCP Server Claim
Enables management of Proxmox VE infrastructure through natural language, provi…
D 52 55 94 40 0 31 81
17656
TykanN
Swit MCP Server Claim 1
A Model Context Protocol server that integrates with Swit collaboration tools, …
D 51 55 51 65 0 62 81
17657
rust-mcp-stack
A command-line tool written in Rust for discovering and documenting MCP Server …
D 51 53 60 22 0 84 95
17658
sammcj
mcp-devtools Claim
A modular MCP server that provides commonly used developer tools for AI coding …
D 51 53 60 30 0 80 92
17659
labsai
EDDI Claim
Config-driven engine that turns JSON into production-grade AI agents. Multi-age…
D 51 44 58 0 N/A 68 81
17660
getseline
Seline Claim
Local MCP server for Seline Analytics API
D 51 44 72 0 N/A 59 69
17661
jmrplens
Complete GitLab REST API v4 coverage with 1006 MCP tools across 162 domains, 42…
D 51 55 96 0 0 89 69
17662
NextStat
chatgpt2md Claim
Convert ChatGPT export to Markdown with full-text search and MCP server for Cla…
D 51 53 64 30 0 68 95
17663
apify
Model Context Protocol (MCP) Client for Apify's Actors
D 51 53 84 10 0 57 95
17664
razorpay
Razorpay's Official MCP Server
D 51 53 56 33 0 77 94
17665
mrgulshanyadav
MisarMail Claim
Full email marketing platform for AI assistants — 32 MCP tools for campaigns, c…
D 51 44 64 0 56 81
17666
ridafkih
Provides AI agents with calendar access and syncing capabilities through the Mo…
D 51 55 60 43 0 71 82
17667
ArmorNGlory
Find local churches, faith-based community events, and volunteer opportunities.…
D 51 44 66 0 N/A 53 81
17668
EBISPOT
ols4 Claim
The EMBL-EBI Ontology Lookup Service (OLS)
D 51 55 46 30 46 58 78
17669
peter-fusek
oncofiles Claim
AI-powered medical document management for cancer patients and caregivers. Conn…
D 51 44 60 0 63 81
17670
RRGU26
Real-time banking regulatory intelligence from 100+ federal and state sources.
D 51 53 72 28 0 56 95
17671
luiso2
Enables WhatsApp Business messaging through Evolution API with support for crea…
D 51 55 72 63 0 28 81
17672 D 51 44 64 0 N/A 59 81
17673
BACH-AI-Tools
B2Bhint MCP Server Claim
Enables access to B2Bhint API for searching and retrieving company and person i…
D 51 44 50 27 45 80
17674
Denominator-Ventures
Open coordination network for AI agents and their humans. 13 tools for structur…
D 51 44 72 0 46 81
17675
Context-Engine-AI
Context-Engine MCP - Agentic Context Compression Suite
D 51 44 60 12 N/A 42 85 SV
17676
3a3
Enables LLMs to access Fujitsu's Digital Rehearsal API through natural language…
D 51 55 84 30 0 55 81
17677
modelscope
MCPBench Claim
The evaluation benchmark on MCP servers
D 51 53 74 36 0 43 95
17678
plural-pinelabs
Create payment orders, checkout, subscriptions & UPI via PineLabs Plural PG gat…
D 51 55 67 0 66 51 69
17679
JetBrains
mcp-jetbrains Claim 1
A model context protocol server to work with JetBrains IDEs: IntelliJ, PyCharm,…
D 51 53 45 51 0 72 95
17680
Sunex-AI
Enables AI assistants to search Sunex's lens and imager catalog using natural l…
D 51 44 70 0 48 81
17681
FelixIsaac
Extended WhatsApp MCP server with 41 tools - reactions, group management, polls…
D 51 53 64 46 0 51 92
17682
ag2-mcp-servers
An MCP server that enables communication with Twilio's Microvisor API, allowing…
D 51 44 45 52 21 80
17683
Leantime
Leantime MCP Bridge Claim 1
A robust proxy bridge that connects MCP clients to the Leantime project managem…
D 51 55 64 61 0 42 82
17684
jake-bcn
Remote Demo MCP Claim
A local MCP server that automates the deployment of static directories to remot…
D 51 44 66 0 53 81
17685
poorbjorn-creator
BookLab MCP Server Claim
Provides curated nonfiction book recommendations and profiles using TF-IDF scor…
D 51 44 66 0 52 81
17686
gridinsoft
mcp-inspector Claim
MCP server for domain and URL security analysis powered by GridinSoft Inspector…
D 51 53 60 61 0 51 83
17687
Scottcjn
rustchain-mcp Claim
MCP server for RustChain blockchain and BoTTube video platform — AI agent tools…
D 51 55 76 46 0 48 78
17688
montanetech
Codeix Claim
Fast semantic code search for AI agents — find symbols, references, and callers…
D 51 53 64 23 0 74 95
17689
r4topunk
Provides access to the Zora Coins ecosystem on Base mainnet, enabling users to …
D 51 55 72 66 0 27 81
17690
SocioLogicAI
signal-relay Claim
Connect AI agents to SocioLogic's synthetic persona platform for market researc…
D 51 55 100 0 0 56 90
17691
supermemoryai
A universal memory server that allows users to access their chat memories acros…
D 51 55 56 67 0 52 81
17692
grc-iit
ChronoLog Claim
A High-Performance Storage Infrastructure for Activity and Log Workloads
D 51 44 60 11 N/A 61 74 C
17693
BerriAI
Access 100+ LLMs with one API: GPT-4, Claude, Gemini, Mistral, and more.
D 51 44 64 30 N/A 47 58
17694
nirholas
Browser Solidity compiler IDE - smart contract development testing deploy
D 51 53 64 43 0 52 95
17695
jtalk22
slack-mcp-server Claim
Your complete Slack context for Claude—DMs, channels, threads, search. No OAuth…
D 51 55 90 10 0 84 69
17696
VeriTeknik
pluggedin-app Claim
The Crossroads for AI Data Exchanges. A unified, self-hostable web interface fo…
D 50 55 54 30 0 91 82
17697
screenpipe
Local-first system capturing screen/audio with timestamped indexing, SQL/embedd…
D 50 53 64 23 0 66 95
17698
rulego
rulego Claim
⛓️RuleGo is a lightweight, high-performance, embedded, next-generation componen…
D 50 53 60 20 0 83 94
17699
rajtrafficradius
N8N MCP Server Claim 1
Production-ready MCP server that brings N8N workflow automation to both Claude.…
D 50 44 72 0 38 81
17700
epicweb-dev
EpicMe MCP Claim
An application that demonstrates the future of user interactions through natura…
D 50 53 48 70 0 36 95
Showing 17651–17700 of 58691 servers
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