MCP Server Quality Scores

Independent quality analysis of 59385 public MCP servers

59385
Discovered
29902
Scored
2112
Verified
16953
Complete

Last updated 46 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
◐ Assessed Scores
19901
PhpCodeArcheology
PHP static analysis MCP server for architecture and maintainability. 11 tools e…
B 78 33 60 N/A N/A 87 95
19902
schwarztim
Enables comprehensive control and monitoring of Bambu Lab 3D printers through C…
B 78 43 90 71 N/A 54 90
19903
true-alter
mcp-ollama Claim
MCP server wrapping local Ollama models for offload from API-priced orchestrato…
B 78 33 72 N/A N/A 65 95
19904
Advertflair
threadmap-mcp Claim 1
Conversation drift visualization for Claude. Color-coded inflection points and …
B 78 33 78 N/A N/A 55 95
19905
montumodi
A Model Context Protocol (MCP) that provides access to the MongoDB Atlas API. T…
B 78 44 96 66 62 80
19906
mohammadfarooqi
canlii-mcp Claim
Search Canadian case law, browse legislation, and check citations via the CanLI…
B 78 33 76 76 83
19907 B 78 43 84 68 N/A 65 92
19908
Aqualia
Alph Claim
Universal MCP Server Configuration Manager
B 78 43 72 68 N/A 84 89
19909
Takin-Profit
DevFlow MCP Claim
Provides AI agents with persistent, searchable memory using a knowledge graph s…
B 78 44 96 62 63 81
19910
db-lyon
UE-MCP Claim
Gives AI assistants deep read/write access to the Unreal Editor through 21 cate…
B 78 33 72 N/A N/A 66 95 C
19911
antonpogrebenko-public
rftools Claim
213 RF & electronics calculators + 13 simulation tools for AI agents.
B 78 43 90 68 N/A 47 95
19912
tago-io
TagoIO MCP Server Claim
Enables AI models to interact with TagoIO IoT platform accounts, providing acce…
B 78 43 96 70 51 83
19913
yatotm
A multi-API key load balancing MCP server for Tavily that automatically rotates…
B 78 44 94 71 57 81
19914
lqwdtech
SaturnZap Claim
Non-custodial Bitcoin Lightning (LDK) wallet for AI agents — pays L402 APIs fro…
B 78 33 66 N/A N/A 76 95
19915
azeth-protocol
mcp-server Claim 1
Smart accounts, x402 payments, on-chain reputation, and service discovery for A…
B 78 44 90 73 N/A 62 78
19916
MackDing
CodexClaw Claim
Telegram bot for Claude Code and Codex CLI with MCP routing, multi-agent orches…
B 78 33 76 N/A N/A 59 95
19917
nirholas
Provides programmatic access to the Binance.US cryptocurrency exchange, enablin…
B 78 44 88 72 66 80
19918
h3ro-dev
Connects AI assistants to Motion for comprehensive task and project management,…
B 78 44 94 72 53 82
19919
daedalus
mcp-rs485 Claim
MCP server that exposes RS485 bus connectivity, enabling AI assistants to read …
B 78 33 70 N/A N/A 67 95
19920
watarutmnh
tyme-mcp Claim
Connects AI assistants to the Tyme macOS app to manage time tracking, projects,…
B 78 33 78 N/A N/A 55 95
19921
IPGeolocation
Official MCP server for IP geolocation, security, ASN, abuse, timezone, astrono…
B 78 43 90 63 N/A 73 81
19922
northrosetech
GHL MCP Server Claim 1
A comprehensive MCP server that connects AI assistants to GoHighLevel CRM, enab…
B 78 33 88 55 83
19923
felixgeelhaar
Scout Claim
Browser automation MCP server with 84 tools. Pure CDP, DOM diffing, vision hybr…
B 78 33 60 N/A N/A 87 95
19924
GigaChatTester
Lichess MCP Claim
Enables natural language interaction with Lichess chess platform to play games,…
B 78 43 100 60 41 95
19925
major
porkbun-mcp Claim
MCP server for the Porkbun DNS API. Manage DNS records, domains, DNSSEC, SSL ce…
B 78 43 76 75 84 77
19926
Johnny-Z13
ProofSlip Claim
Receipt-based verification for AI agent workflows — create, verify, and poll ep…
B 78 33 90 N/A N/A 50 83
19927
daedalus
mcp-llm-gateway Claim
Proxies LLM completion requests to OpenAI-compatible providers via MCP tools.
B 78 33 72 67 95
19928
iamredmh
Burn-after-read encrypted notes for AI agents. Create and read self-destructing…
B 78 33 72 66 95
19929
omega-memory
omega-memory Claim
Persistent memory for AI coding agents with semantic search, auto-capture, cros…
B 78 43 92 43 N/A 82 92
19930
rog0x
mcp-network-tools Claim
Network diagnostics tool for AI agents that provides DNS lookup, IP geolocation…
B 78 33 90 37 95
19931
jschoemaker
mcpgo Claim
Manage your Claude Code MCPs by talking to Claude — list, restart, wrap, and mo…
B 78 33 88 N/A N/A 37 95
19932
vibeads
@vibeads/mcp Claim 1
Enables interaction with Google Ads accounts through the Model Context Protocol…
B 78 33 84 62 83
19933
xiaojiou176-open
NoteStore Lab MCP Claim
Local copy-first Apple Notes recovery and review MCP server for NoteStore Lab c…
B 78 33 66 N/A N/A 77 95
19934
jamesdowzard
Godot MCP Claim 2
An MCP server that enables AI agents to interact with the Godot game engine by …
B 78 33 81 N/A N/A 51 95
19935
roychri
mcp-server-asana Claim
📇 ☁️ This Model Context Protocol server implementation of Asana allows you to t…
B 78 43 84 66 N/A 63 95
19936
seayniclabs
Berth Claim
Database management — connect, query, describe schemas, run migrations, and mon…
B 78 33 72 N/A N/A 65 95
19937
Silcfcr
kindle-mcp Claim
Transforms Kindle highlight exports into structured personal memory summaries s…
B 78 33 90 N/A N/A 35 95
19938
rog0x
mcp-docs-tools Claim
Provides documentation generation and analysis tools for AI agents, including J…
B 78 33 88 N/A N/A 37 95
19939
rudraptpsingh
figbridge Claim
Free, local MCP bridge for Figma — HTML, CSS, Tailwind, tokens, agent handoff b…
B 78 33 72 N/A N/A 64 95
19940
Apra-Labs
apra-fleet Claim
AI agents that write code, review each other's work, and coordinate across your…
B 78 33 72 N/A N/A 65 95
19941
wooxogh
adr-mcp-setup Claim
Automatically generates Architecture Decision Records (ADRs) from Claude Code c…
B 78 33 72 N/A N/A 67 95
19942
ScopeBlind
verify-mcp Claim
Offline verification of signed artifacts -- receipts, manifests, audit bundles.…
B 78 33 72 N/A N/A 65 95
19943
pouyanafisi
GTM MCP Server Claim 1
MCP server for Google Tag Manager API v2, enabling programmatic management of a…
B 78 43 85 58 72 95
19944
helixdata
Standards-based A2A hub. One MCP connection to thousands of agents, with shared…
B 78 33 96 N/A N/A 41 83
19945
Coinversaa
Coinversaa Pulse Claim
Provides comprehensive crypto intelligence for the Hyperliquid exchange, allowi…
B 78 44 78 77 72 82
19946
EtienneChollet
ontomics Claim
Index your codebase's domain knowledge. 20x fewer tokens, 10x faster.
B 78 33 64 N/A N/A 78 95
19947
ark9164-create
EMMA MCP Claim
A custom MCP server that enables Claude to access and query municipal bond data…
B 78 33 94 N/A N/A 30 95
19948
sap
mdk-mcp-server Claim
Model Context Protocol (MCP) server for AI-assisted development of MDK applicat…
B 78 33 60 N/A N/A 86 95
19949
yoryocoruxo-ai
rendoc-mcp-server Claim
Generate professional PDF documents (invoices, contracts, reports, certificates…
B 78 33 70 83 83
19950
ThinkWatchProject
ThinkWatch Claim
Enterprise AI bastion host for secure AI API and MCP access, with unified proxy…
B 78 33 88 N/A N/A 40 95
Showing 19901–19950 of 59385 servers
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