MCP Server Quality Scores

Independent quality analysis of 48850 public MCP servers

48850
Discovered
29680
Scored
2112
Verified
16952
Complete

Last updated 18 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
◐ Assessed Scores
20451
omniboard-dev
Omniboard MCP Claim
MCP server that exposes actionable Omniboard checks for the current project to …
B 75 33 78 N/A N/A 43 95
20452
Reim-developer
Sephera Claim
Fast local-first Rust CLI for codebase metrics, AST-compressed LLM context bund…
B 75 33 60 N/A N/A 72 95
20453
ericzakariasson
Enables LLMs to query and analyze PostgreSQL databases through a controlled int…
B 75 44 86 60 70 81
20454
rogertheunissenmerge-oss
mcp-server Claim
Wine pairing intelligence for AI assistants. 7 MCP tools for sommelier-grade wi…
B 75 33 72 71 83
20455
pnocera
BookStack MCP Server Claim 1
Connects BookStack knowledge bases to Claude through 47+ tools covering complet…
B 75 44 88 71 47 82
20456
CSOAI-ORG
code-executor-mcp Claim
code-executor-mcp MCP server by MEOK AI Labs
B 75 33 72 N/A N/A 52 95
20457
Sndevore77
glp1search Claim
GLP-1 provider directory, peptide database, and medication comparison tools.
B 75 33 70 N/A N/A 55 95
20458
JoeCastrom
A powerful MCP testing tool with multi-provider LLM support (Ollama, OpenAI, Cl…
B 75 43 96 38 N/A 63 95
20459
indranilbanerjee
Claude Code plugin: 115 commands, 25 agents, 64 scripts, 67 MCP servers, 143 re…
B 75 33 60 N/A N/A 74 95
20460
gitopia
gitopia-mcp-server Claim
Decentralized Git with on-chain governance, bounties, and DAOs. Tools for repos…
B 75 33 56 N/A N/A 79 95
20461
cyanheads
Vendor status pages, TLS cert inspection, DNS propagation checks, and incident-…
B 75 33 72 71 83
20462
CSOAI-ORG
EU AI Act Article 50 watermarking + transparency compliance MCP. Built for the …
B 75 33 72 N/A N/A 53 95
20463
zhizhuodemao
MiniApp CDP MCP Claim
Enables AI coding assistants to debug and analyze WeChat MiniApp JavaScript cod…
B 75 33 66 N/A N/A 65 95
20464
Sora-bluesky
kenchiku-mcp Claim 1
An MCP server for architectural CAD workflows in ZWCAD with non-uniform block s…
B 75 33 75 N/A N/A 50 95
20465
kydycode
A comprehensive MCP server that provides full integration between Claude and To…
B 75 44 100 57 47 81
20466
BrunoKrugel
echo-mcp Claim
A zero-configuration Go library to automatically expose any existing Echo web f…
B 75 44 84 62 73 80
20467
TrueCrimeDev
ahk-mcp Claim
AutoHotkey v2 MCP Server with prompts, tool chains, debugging, and code executi…
B 75 43 90 61 N/A 45 92
20468
redis
mcp-redis Claim
The Redis official MCP Server offers an interface to manage and search data in …
B 75 43 82 41 N/A 83 96
20469
SurgeEnterpriseAI
Microsoft Teams Claim
Connect Claude to Microsoft Teams — read/send messages, list channels, search c…
B 75 33 70 N/A N/A 55 95
20470
conaman
unreal-mcp-ue4 Claim
UE4.27 MCP server for controlling Unreal Editor sessions over Python Remote Exe…
B 75 33 60 N/A N/A 72 95
20471
Haiku-Trading
Haiku DeFi MCP Claim 1
DeFi execution for AI agents — swap, lend, bridge, and yield across 22 chains.
B 75 33 96 N/A N/A 52 67
20472
saurabh-sde3
common_mcp Claim
Provides system information through a single tool that returns platform details…
B 75 33 74 N/A N/A 50 95
20473
20alexl
mini_claude Claim
Persistent memory and guardrails for Claude Code. Features mistake tracking, lo…
B 75 43 96 62 N/A 40 88
20474
andrewwgordon
MCP server providing LLMs with safe, read-only access to the Chinook SQLite sam…
B 75 33 76 N/A N/A 46 95
20475
sarveshtalele
personal-finance Claim
54 robust financial calculators based on deterministic mathematical principles.
B 75 33 72 N/A N/A 55 95
20476
duksh
PeerGlass Claim
Provides global internet resource intelligence by querying RIRs for IP and ASN …
B 75 44 90 58 63 82
20477
UpGPT-ai
devfeed-mcp Claim
A personalized developer community reader that enables AI assistants to provide…
B 75 33 72 N/A N/A 53 95
20478
GeiserX
spinnaker-mcp Claim
MCP server exposing Spinnaker CD platform via Gate API for pipeline and deploym…
B 75 33 76 N/A N/A 64 83
20479
wickproject
Wick Claim
Browser-grade web access for AI agents. Fetches any webpage, returns clean mark…
B 75 33 72 N/A N/A 54 95
20480
codeawareness
Kawa Code Claim 1
Team-aware memory: intent, decisions, real-time conflicts for AI coding assista…
B 75 33 78 N/A N/A 42 95
20481
tacit-code
zenoti Claim 2
MCP server for Zenoti spa/wellness/medspa — guests, appointments, bookings, inv…
B 75 33 85 N/A N/A 46 83
20482
lanchuske
local-mcp Claim
Native macOS MCP server — 82 tools for Mail, Calendar, Teams, OneDrive and more.
B 75 33 70 N/A N/A 55 95
20483
chinawsb
Enables AI assistants to compile Delphi projects and single units directly thro…
B 75 43 84 53 N/A 69 89
20484
gdamalis
A comprehensive MCP server for managing WordPress sites through the REST API, f…
B 75 43 88 71 N/A 40 89
20485
partymola
fitbit-mcp Claim 1
MCP server for the Fitbit Web API. OAuth 2.0 PKCE, local SQLite cache with auto…
B 75 33 57 77 95
20486
ValkDB
dbdense Claim
Offline database schema context for LLM agents. Extract once, serve via MCP — n…
B 75 33 72 N/A N/A 55 95
20487
kruschdev
A persistent, PostgreSQL-backed repository management system and semantic memor…
B 75 33 84 N/A N/A 35 95
20488
hakimelek
monarchmoney Claim
Monarch Money API client with 30 MCP tools for accounts, transactions, budgets,…
B 75 43 72 73 N/A 71 83
20489
AI-QL
mcp-devcontainers Claim 1
MCP server for generating and configuring development containers from devcontai…
B 75 33 61 73 95
20490
Pentagonal-ai
pentagonal-mcp Claim
AI smart contract forge — 8-agent security audits, generation, and compilation …
B 75 33 70 N/A N/A 74 83
20491
jmagar
Comprehensive Agents, Commands, Hooks, and Skills for homelab service managemen…
B 75 33 64 N/A N/A 67 95
20492
ymylive
free-search-mcp Claim
A local-first, no-API-key MCP server that enables LLMs to search the web, fetch…
B 75 33 76 N/A N/A 48 95
20493
onetrueclaude-creator
Find where your notes disagree — contradiction detection for markdown vaults.
B 75 33 72 N/A N/A 52 95
20494
scalarian
oh-my-codex Claim
oh-my-codex (omx) — Orchestration layer for OpenAI Codex CLI. Async Claude Code…
B 75 33 72 N/A N/A 54 95
20495
gregario
tft-oracle Claim
Teamfight Tactics champion, trait, item, and augment reference. 8 tools with fu…
B 75 33 72 N/A N/A 54 95
20496
QuinnAho
claudemap Claim
google maps for vibecoders.
B 75 33 56 N/A N/A 81 95
20497
seanwinslow28
vault-knowledge Claim
Read-only MCP over a vault's typed knowledge graph: concept search, contradicti…
B 75 33 66 N/A N/A 64 95
20498
pranav4186
mcp-viva-engage Claim 1
Enables Claude AI to interact with Viva Engage (Yammer) for browsing communitie…
B 75 33 76 N/A N/A 48 95
20499
CiscoDevNet
Meraki Magic MCP Claim
A Python-based MCP server that enables querying Cisco's Meraki Dashboard API to…
B 75 43 80 73 N/A 51 90
20500
dingdawg
Universal governance layer for AI agents. MCP-native, fail-closed, audit proofs…
B 75 33 84 N/A N/A 51 83
Showing 20451–20500 of 48850 servers
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