MCP Server Quality Scores

Independent quality analysis of 30006 public MCP servers

30006
Discovered
24039
Scored
1224
Verified
16961
Complete

Last updated 1 week, 5 days ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
◉ Complete Scores
601
henilcalagiya
mcp-apple-notes Claim 1
MCP server for Apple Notes integration using AppleScript with full CRUD operati…
B 83 55 69 100 N/A 62 95 86
602
just-every
Fast, token-efficient web content extraction for AI agents - converts websites …
B 83 54 96 65 N/A 60 92 94
603
bshandley
Homelab MCP Server Claim
Enables Claude to monitor and manage homelab infrastructure including Docker co…
B 83 55 100 100 30 81 84
604
amirsina-mandegari
GitLab MCP Server Claim 1
Connects AI assistants to GitLab, allowing users to manage merge requests, view…
B 83 54 96 66 N/A 67 92 91
605
gergelyszerovay
Generates persistent, auto-incrementing 8-digit hexadecimal unique identifiers …
B 83 54 94 72 N/A 42 94 100
606
jhlee0409
Elenchus MCP Server Claim 1
An adversarial code verification system that uses a Verifier-Critic debate loop…
B 83 55 90 82 N/A 73 95 69
607
PaulieB14
graph-lending-mcp Claim
MCP server that exposes unified AI-friendly tools over Messari's standardized l…
B 83 55 72 100 64 95 77
608
danield137
mcp-workflowy Claim
mcp-workflowy
B 83 55 80 100 72 81 78
609
dagger
Containerized environments for coding agents. Multiple agents can work independ…
B 83 54 84 67 N/A 87 90 92
610
robinmordasiewicz
Enables real-time monitoring of F5 Cloud service status, including tracking 148…
B 83 55 86 65 82 83 99
611
kiransth77
AionMCP Claim
Dynamic API tool generator for OpenAPI, GraphQL, and AsyncAPI specifications
B 83 54 90 61 N/A 74 92 95
612
mkpvishnu
terminal-mcp Claim 1
MCP server for interactive terminal sessions — SSH, REPLs, database CLIs, TUI a…
B 83 55 75 91 N/A 71 95 82
613
xelektron
Token Enhancer Claim
Cuts AI web-fetching costs up to 99.9% by stripping page junk before it reaches…
B 83 44 78 N/A N/A 53 95 99
614
firesh
Enables monitoring of domain registration information via WHOIS lookup and SSL …
B 83 66 86 100 88 27 81 100
615
davegomez
fizzy Claim 1
MCP server for Fizzy task management
B 83 55 63 100 N/A 81 83 89
616
casibase
casibase Claim
⚡️AI Cloud OS: Open-source enterprise-level AI knowledge base and MCP (model-co…
B 83 55 96 63 N/A 77 82 97
617
bonnard-data
bonnard Claim
Open-source agentic schema layer. Define metrics once in YAML, query governed d…
B 83 54 100 71 56 90 88
618
Acceleronix
CMP MCP Server Claim
Enables integration with CMP (Connectivity Management Platform) API to query an…
B 83 66 100 86 98 29 80 84
619
mailtrap
mailtrap-mcp Claim
An MCP server that provides tools for sending transactional emails and managing…
B 83 55 92 62 N/A 78 81 100
620
InditexTech
mcp-teams-server Claim
MCP server that integrates Microsoft Teams messaging (read, post, mention, list…
B 83 55 88 65 90 78 98
621
p1va
symbols Claim
MCP server to read, inspect and troubleshoot codebase symbols
B 83 54 88 58 N/A 76 95 97
622
dweekly
quicken-mac-mcp Claim
Read-only access to Quicken For Mac financial data: transactions, spending, and…
B 83 55 70 100 N/A 79 81 84
623
Agent-Hellboy
mcp-server-fuzzer Claim
A generic mcp server fuzzer
B 83 54 92 61 N/A 82 92 89
624
saidsurucu
YokTez MCP Claim
Enables searching the YÖK National Thesis Center and retrieving thesis contents…
B 83 66 86 93 88 48 81 91
625
kalyangupta12
Provides AI assistants with read-only access to inspect database schemas, previ…
B 83 55 94 72 68 80 96
626
aplaceforallmystuff
mcp-fantastical Claim
MCP server for Fantastical calendar app - create events, view calendar, and man…
B 83 54 100 58 N/A 59 95 96
627
pomerium
ChatGPT app template using Pomerium, OpenAI Apps SDK and Model Context Protocol…
B 83 54 90 71 N/A 52 95 100
628
egegungordu
Provides a structured interface to the Japanese National Diet Library's parliam…
B 83 66 88 100 99 20 81 91
629
maestro-org
Maestro MCP Server Claim
Enables interaction with the Bitcoin blockchain through the Maestro API platfor…
B 83 66 92 66 96 66 86 88
630
khalilbalaree
undo-mcp Claim
A smart, checkpoint‑based undo system for Claude Code. Automatically snapshots …
B 83 55 90 75 N/A 45 95 100
631
AiondaDotCom
MCP Salesforce Server Claim 1
Enables AI assistants to interact with Salesforce through a secure interface fo…
B 83 54 96 68 N/A 58 90 94
632
Rootly-AI-Labs
Rootly MCP server Claim 1
Manage incidents from your IDE. An MCP server allowing to pull out incidents an…
B 83 66 84 66 94 78 81 96
633
SaptaDey
Enable advanced scientific reasoning by leveraging graph structures and dynamic…
B 83 54 96 75 N/A 58 90 88
634
Stig-Johnny
TOTP MCP Server Claim
Generates time-based one-time password (TOTP) 2FA codes for configured accounts…
B 83 54 94 66 N/A 54 95 100
635
kraklabs
mie Claim
Persistent memory graph for AI agents. Facts, decisions, entities, and relation…
B 83 54 96 53 N/A 84 95 89
636
djalal
quran-mcp-server Claim
MCP server to interact with Quran.com corpus via the official REST API v4.
B 83 55 100 75 49 80 98
637
ptylr
Enables quality checking and content management for websites through the Crownp…
B 83 55 94 70 65 81 99
638
rakeshgangwar
erpnext-mcp-server Claim 1
Connect AI assistants to your ERPNext instance via the Model Context Protocol (…
B 83 54 94 68 N/A 55 90 99
639
spences10
mcp-n8n-builder Claim
🪄 MCP server for programmatic creation and management of n8n workflows. Enables…
B 83 55 100 72 N/A 65 81 92
640
k2wanko
Enables text-to-speech synthesis using VOICEPEAK software with support for cust…
B 83 54 86 65 N/A 69 92 99
641
SanderMoon
local-brain Claim
A CLI tool for managing projects
B 83 44 68 N/A N/A 71 95 99
642
lapfelix
xcodemcp Claim
Control Xcode directly via JXA for build, test, debug operations with XCLogPars…
B 83 54 96 51 N/A 73 95 100
643
subeshb1
agenite Claim
🤖 Build powerful AI agents with TypeScript. Agenite makes it easy to create, co…
B 83 54 88 62 N/A 71 95 97 MD
644
drewkhoury
Devpipe MCP Server Claim 1
Enables AI assistants to interact with devpipe, a local pipeline runner, allowi…
B 83 55 84 100 N/A 79 95 52
645
noops888
Provides search capabilities for Cloudflare AutoRAG instances, enabling AI assi…
B 83 55 100 62 63 83 100
646
jasonleinart
arxiv-mcp-server Claim 1
The ArXiv MCP Server provides a comprehensive bridge between AI assistants and …
B 83 55 94 91 49 83 88
647
damionrashford
RivalSearchMCP Claim
Deep Research & Competitor Analysis MCP for Claude & Cursor. No API Keys. Featu…
B 83 66 94 82 88 52 80 90
648
JordanGunn
GDAL MCP Claim 2
An MCP server providing geospatial analysis tools for raster and vector data, i…
B 83 55 75 82 85 83 91
649
es617
ble-mcp-server Claim 1
Let AI agents interact with real BLE hardware — scan, connect, read, write, and…
B 83 55 90 74 N/A 84 92 72
650
onamfc
TypeScript starter template for building Model Context Protocol (MCP) servers, …
B 83 54 100 61 N/A 66 90 92 HT
Showing 601–650 of 30006 servers
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