MCP Server Quality Scores

Independent quality analysis of 30006 public MCP servers

30006
Discovered
24039
Scored
1224
Verified
16961
Complete

Last updated 2 weeks, 1 day ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
27901
xiaobenyang-com
Search Berlin administrative services by name or topic. Get detailed requiremen…
N/A N/A 95
27902 N/A N/A 95
27903
cbuntingde
Enterprise-grade MCP (Model Context Protocol) server for detecting secrets and …
81
27904 N/A N/A 95
27905
pokidyshev
Oura MCP Claim
Provides LLMs with access to Oura Ring health data including sleep metrics, act…
81
27906
swseo92
outlook-mcp Claim
N/A N/A 95
27907
ozgureyilmaz
Enables efficient code execution in a secure sandbox with 98.7% token reduction…
N/A N/A 95
27908
theYahia
sms-ru-mcp Claim
MCP server for SMS.RU API — send SMS, check status, balance. 3 tools.
N/A N/A
27909
liquid1982
Provides read-only access to TrustLayer's public API, enabling users to query a…
81
27910
karlgil
Enables Claude to interact with Google Docs to list, read, create, search, and …
81
27911 N/A N/A 95
27912 N/A N/A 95
27913
Hyeongseob91
Generate detailed weapon recoil trajectory data for machine guns, pistols, and …
N/A N/A 95
27914
quack2025
Analyze survey data (.sav, .csv, .xlsx) through Claude — crosstabs with signifi…
N/A N/A
27915
accountsalmar
Connects to Odoo ERP to provide comprehensive inventory analysis, including dem…
81
27916
pythia-the-oracle
Every smart contract deserves intelligence, not just data. On-chain indicators …
N/A N/A
27917 N/A N/A 95
27918
DealWatch Claim
Local-first grocery price intelligence with a read-only MCP server.
N/A N/A
27919 N/A N/A 95
27920
Python51888
PySqlitMCP Claim
Enables comprehensive SQLite database management through natural language, incl…
N/A N/A 95
27921
COSAI-Labs
89 developer tools via MCP: JSON, QR, hash, UUID, DNS, regex, JWT, SQL, XML, YA…
27922
edgeedgehq
denialbot Claim
Insurance denial code lookup, appeal letter generation, and denial analysis for…
N/A N/A 95
27923
coremodels Claim
Schema modeling in JSON, JSON-LD, and other formats with CoreModels platform.
27924
Local copy-first Apple Notes recovery and review MCP server for NoteStore Lab c…
N/A N/A
27925
ilask
Enables interaction with Redmine projects and issues via the Cline VS Code exte…
81
27926
gregario
tft-oracle Claim
TFT champion, trait, item, and augment data for LLMs via CommunityDragon
N/A N/A
27927
hillsidecoastal-glitch
ACA health insurance eligibility, subsidy checker, and enrollment dates for 202…
27928
Compare-first local MCP sidecar for browser AI workflows.
N/A N/A
27929
akshayrawat
Enables users to connect their Reflect account to MCP-compatible clients to man…
81
27930
qyd0801
cubox Claim
N/A N/A 95
27931
First-party Provenote MCP server for drafts, research threads, auditable runs, …
N/A N/A
27932
Source-first AI knowledge control tower MCP server for YouTube, Bilibili, RSSHu…
N/A N/A
27933
Unified MCP server for iOS development — build, run, screenshot, and interact w…
N/A N/A
27934
llm-router Claim
Subscription-aware LLM router for Claude Code. Routes tasks to 20+ providers (O…
N/A N/A
27935
AlexFloyd13
Clevername Claim
AI agent governance — security scanning, BYOK routing, audit logging, and Counc…
N/A N/A
27936
MCP server for YADE — open-source DEM engine. Browse API docs, run simulations,…
N/A N/A
27937
A lightweight MCP server for Stata.
N/A N/A 81
27938
Ami3466
Generate production-ready n8n workflows from plain language. Validate, test, a…
N/A N/A 95
27939
Agent payments ecosystem intelligence. Scans GitHub, Hacker News, and npm for a…
27940
mcp-server Claim
ThinkNEO Control Plane — Enterprise AI governance MCP server with runtime guard…
27941
recallnest Claim
Persistent memory MCP server for AI coding agents (Claude Code, Codex, Gemini C…
N/A N/A
27942
belugatempo-dot
Enables real-time web search with source citations by leveraging Perplexity AI'…
N/A N/A 95
27943
hrvoje0099
Official MCP server for Git Leaderboard rankings, profiles, streaks, and user c…
N/A N/A
27944
srishtivverma
smith Claim
N/A N/A 95
27945
zoomeye-ai2
mcp_zoomeye Claim
hacked by pbuff
N/A N/A 95
27946
Minimal MCP server that enables network connectivity testing via ping commands …
N/A N/A
27947
h-ping
tdhc Claim
N/A N/A 95
27948
jettydiot
mcp Claim
Connect AI agents to IoT devices — read sensors, send commands, manage ESP32 fl…
N/A N/A
27949
Enables interaction with Vikunja task management instances through natural lang…
27950
CPersona Claim
Persistent AI memory server with 3-layer hybrid search (vector + FTS5 + keyword…
N/A N/A
Showing 27901–27950 of 30006 servers
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