MCP Server Quality Scores

Independent quality analysis of 66291 public MCP servers

66291
Discovered
31695
Scored
2112
Verified
16953
Complete

Last updated 3 hours, 31 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
66051
Yoonutz
Remote MCP server for the Torn City API v2, enabling querying of player, factio…
66052
ertad-family
liquid Claim 2
Connect your agent to any HTTP API on the fly — discovers + maps any REST API o…
67
66053
devsinsight
Indexes PDF documents into Qdrant and exposes semantic search as MCP tools, ena…
66054
simonsysun
SeekLink Claim
Local-first Markdown vault retrieval for agents. Read-only MCP stdio server exp…
N/A N/A
66055
LPX55
qwen Claim
N/A N/A 95
66056
schwarztim
An MCP server that enables interaction with SailPoint IdentityNow and Identity …
81
66057
pipeworx-io
Enables querying City of Flagstaff open geospatial data via ArcGIS, including s…
66058
etheaven
An open-source MCP server that connects your IDE or AI assistant to the Codex C…
N/A N/A
66059
polskidegen
MCP server for Hyperliquid that provides read-only on-chain wallet analytics. E…
66060
kiranreddi
Sentinel DV Claim
Security-first MCP server for verification intelligence (SystemVerilog/UVM/coco…
N/A N/A
66061
AgiFlow
OpenSkill Claim
An MCP server that makes Anthropic Skills universally accessible across coding …
N/A N/A
66062
Zleub
leekwars-mcp Claim
MCP server for LeekWars game enabling AI management, fight operations, item han…
N/A N/A
66063
naebo
Enables external reconnaissance activities including DNS enumeration, subdomain…
N/A N/A
66064
silmun15
MCP-Grounded Claim
Multi-agent pipeline for medical image classification with verification-aware a…
N/A N/A
66065
vexxhost
MCP server for Microsoft To Do that enables managing task lists, tasks, and che…
N/A N/A
66066
RNVizion
A complete color workflow over MCP: mix, convert, harmonize, measure, and remem…
66067
ArturSkowronski
minipainter Claim
Local-first miniature-paint inventory and cross-brand color matching for AI age…
N/A N/A
66068
maxkle1nz
m1nd Claim
m1nd is a local MCP runtime that gives coding agents graph-native memory of a c…
N/A N/A
66069
xmkoh
An offline MCP server that provides LangChain and LangGraph documentation searc…
66070
RamyaChinnadurai
Linkedmash Claim
Enable AI assistants to manage LinkedIn bookmarks with advanced filtering, sear…
81
66071
AIops-tools
Queue AIops Claim
Governed redis + rabbitmq ops: memory/latency/backlog/churn RCA, policies. 28 t…
N/A N/A
66072
michael-abdo
Enables hierarchical orchestration of Claude instances via tmux with a bridge p…
N/A N/A
66073
NimbleBrainInc
Enables comprehensive issue tracking and project management through Linear's Gr…
81
66074
CSOAI-ORG
cron-ai-mcp Claim
cron-ai-mcp MCP server by MEOK AI Labs
N/A N/A
66075
khshanovskyi
Provides web search and content fetching capabilities using DuckDuckGo, with ra…
66076
Aadi775
MahoRAGa Claim
Persistent, graph-powered memory for AI agents that provides long-term semantic…
N/A N/A
66077 N/A N/A 95
66078
thiagorchaves
A read-only MCP server for investigating Amazon OpenSearch Service domains usin…
66079
mayooreshmoodanwal
MCP Chef Claim
Enables AI agents to participate in CodeChef contests by fetching problems, gen…
66080
SanthaKumar-K-2004
32 MCP tools for job search, resume analysis, matching, alerts, and exports usi…
N/A N/A
66081
xueca
An MCP server that provides code quality checks for AI coding assistants, inclu…
N/A N/A
66082
bilalrana344
ShaBaas Pay MCP lets AI agents securely create PayTo agreements, initiate payme…
81
66083
bradypp
Godot MCP Claim
A Model Context Protocol server that enables AI assistants to manage Godot proj…
N/A N/A
66084
G5L-Ventures
globick-mcp Claim
A local MCP server that connects the Globick activities API to Claude Desktop, …
N/A N/A
66085
gauransh18
personal-mcp Claim
Exposes personal portfolio data as tools for Claude to answer questions about t…
66086
fxckcode
Comprehensive MCP server for Project COR, a project management platform, exposi…
66087
bartolli
codanna Claim
Local code intelligence MCP server and CLI for AI coding agents
N/A N/A
66088
lxxmng
Track ocean containers across 200+ shipping lines by container, bill of lading,…
66089
paoloamato2
Enables management of Keycloak identity and access management through the Keycl…
66090
modao-dev
Enables HTML code generation from design descriptions, detailed design specific…
66091
santoshachari
Connects AI assistants to multiple Gmail accounts simultaneously, enabling sear…
N/A N/A
66092
van-reflect
Privacy-first AI memory system with MCP server for managing user-authored memor…
66093
keboola
Give your AI agents instant access to Keboola API documentation. Search endpoin…
N/A N/A
66094
LuzzyMeow
LuzzyTool Claim
A local smart tool collection based on MCP that enables AI assistants to perfor…
N/A N/A
66095
ngkienmkqn
Read-only MCP server for Wealify KPI dashboard that allows AI agents to query K…
66096
flin-agency
Read-only MCP server for Meta Ads that lists and reads ad accounts, campaigns, …
66097
zzhan111
ma-browser Claim
MCP server that lets AI agents use your real browser as an API, accessing any w…
N/A N/A
66098
JNZader
Centralized encrypted gateway that routes requests to 11+ LLM providers (API ke…
N/A N/A
66099
my5757980
Custom MCP server for Threads (Meta) — post, reply, and read insights via the o…
66100
ismailkerimov
MCP server that gives small LLMs verified symbolic-math & logic tools.
Showing 66051–66100 of 66291 servers