MCP Server Quality Scores

Independent quality analysis of 69111 public MCP servers

69111
Discovered
→
33827
Scored
→
2112
Verified
→
16953
Complete

Last updated 1 hour, 29 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
58101
fxmacrodata
Provides access to macroeconomic indicators, FX rates, COT data, commodities, a…
— ○ ⏳ — — — — — —
58102
konippi
A Model Context Protocol (MCP) server that enables searching AWS Black Belt Onl…
— ○ ⏳ — N/A N/A — — —
58103
cczzyy-cn
AI-driven CAM automation server that wraps AlphaCAM 2016 R1 COM API into MCP to…
— ○ ⏳ — N/A N/A — — —
58104
news Claim 1
Indonesian news for AI agents: headlines, keyword search, coverage summaries. F…
— ○ — — — — 67 —
58105
hifishhe
Enables managing Docker containers and Docker Compose projects on Synology NAS …
— ○ ⏳ — N/A N/A — — —
58106
Rawal1755
Enables tracking of personal expenses with tools to add, list, update, delete, …
— ○ ⏳ — N/A N/A — — —
58107
ntriq
lawink-mcp Claim
Enables querying Korean legal knowledge graph with 160K precedents and 130K sta…
— ○ ⏳ — — — — — —
58108
shamimlaravel
Full-stack AI agent for Livewire v4.2+ / Laravel 13 / PHP 8.4+ with planning, m…
— ○ ⏳ — N/A N/A — — —
58109
uofuonye
regulatory Claim
Live US federal and state regulatory changes and grant programs, every result c…
— ○ ⏳ — — — — — —
58110
EaseHee
rhino-mcp Claim
Enables Claude to drive Rhino 8 and Grasshopper for geometry creation, manipula…
— ○ ⏳ — — — — — —
58111
yangchoi
Enables keyword search, filtering, and retrieval of Claude Code memory files, r…
— ○ ⏳ — N/A N/A — — —
58112
nyx-builds
A webhook management and delivery service with MCP tools for endpoints, deliver…
— ○ ⏳ — N/A N/A — — —
58113
FamilyLore Claim 1
Reads handwritten family letters in old scripts and translates them, with notes…
— ○ — — — — 67 —
58114
farsght
Enables AI agents to interact with Slack using a user token, providing full acc…
— ○ ⏳ — — — — — —
58115
Zehee
Provides persistent, Markdown-based memory for Kimi Code CLI, enabling cross-se…
— ○ ⏳ — N/A N/A — — —
58116
BulbuLbul86
Provides local cross-session memory for Codex by importing transcripts, indexin…
— ○ ⏳ — N/A N/A — — —
58117
segentic-lab
lens-mcp Claim
Deterministic navigation maps over code AND markdown for AI agents: one MCP ser…
— ○ ⏳ — N/A N/A — — —
58118
junter1989k-ai
Hungary NAV Online Szamla 3.0 invoice reporting for AI agents: report invoice d…
— ○ ⏳ — — — — — —
58119
elliot-evno
A basic MCP server built with FastMCP framework that provides example tools inc…
— ○ ⏳ — N/A N/A — 95 —
58120
Chaos-Intelligence-Inc
MCP server for Chaos Intelligence to access Capture thoughts and Resonate posts…
— ○ ⏳ — N/A N/A — — —
58121
parsiya
Provides a standalone MCP interface for analyzing and querying code repositorie…
— ○ ⏳ — N/A N/A — — —
58122
piedraprog
An MCP server designed to interact with the RifaExpress backend via PostgreSQL …
— ○ ⏳ — — — — 81 —
58123
thrain-ai
blackout Claim
Permanent local PDF redaction: text is removed and verified gone, not covered. …
— ○ ⏳ — N/A N/A — — —
58124
arttttt
mnemo Claim
A persistent, local memory layer for AI coding agents that remembers decisions,…
— ○ ⏳ — N/A N/A — — —
58125
k-l-lambda
An ungated reimplementation of the 'Claude in Chrome' MCP bridge that exposes 2…
— ○ ⏳ — N/A N/A — — —
58126
MCP-Mirror
Enables reading and writing macOS system defaults and settings through commands…
— ○ ⏳ — N/A N/A — 95 —
58127
heldertnn-glitch
A local MCP server that integrates ProofJSON to assess invoices before payment,…
— ○ ⏳ — N/A N/A — — —
58128
shayaShav
flatten-mcp Claim
Flatten Claude Code sessions: keep every prompt verbatim, resume at a lower tok…
— ○ ⏳ — N/A N/A — 95 —
58129
AlexisMarasigan
DB2ST MCP Claim
A horizontally scalable Model Context Protocol server for exposing shipment tra…
— ○ ⏳ — — — — — —
58130
axel-belfort
Web capture API for AI agents. Take full-page screenshots (PNG/JPEG/WebP) and g…
— ○ ⏳ — — — — 81 —
58131
lubosstrejcek
victron-tcp Claim
Connect AI assistants to Victron Energy systems to read real-time solar, batter…
— ○ ⏳ — N/A N/A — — —
58132
teleomorph
Pinako AI Bridge is the MCP server that connects Pinako, a Chromium extension f…
— ○ ⏳ — N/A N/A — — —
58133
SonnyLabs
Demonstrates an MCP server with a vulnerable add tool protected by SonnyLabs pr…
— ○ ⏳ — N/A N/A — — —
58134
kelvincushman
Exposes a multi-model council (panel-judge-synthesizer) and a build/check loop …
— ○ ⏳ — N/A N/A — — —
58135
ali-moghadam
Bridge-MCP Claim
Unified MCP server that integrates Jira, GitLab, and Confluence for AI assistan…
— ○ ⏳ — — — — — —
58136 — ○ ⏳ — N/A N/A — 95 —
58137
Baneado98
US municipal development cost: aggregated impact + water/sewer tap fees per jur…
— ○ ⏳ — — — — — —
58138
datasynx
Observes tasks and generates anonymized SOPs — task tracking and SOP review via…
— ○ ⏳ — N/A N/A — — —
58139
AI-Agent-Hub
Enables searching for AI agents by keywords or categories, allowing users to di…
— ○ ⏳ — N/A N/A — 95 —
58140
qihaze123
MCP server for Confluence Cloud/Server/Data Center, enabling page search, CQL q…
— ○ ⏳ — — — — 81 —
58141
nks-hub
Enables AI agents to manage osTicket support tickets including listing, searchi…
— ○ ⏳ — — — — — —
58142
theriskus
Enables web search, content fetching, dynamic page scraping, and URL preview vi…
— ○ ⏳ — N/A N/A — — —
58143
ppl-ai
perplexity-ask ⚡ Claim
Connector for Perplexity API, to enable real-time, web-wide research.
— ○ ⏳ — — — — 86 —
58144
gsepcore
gsep-mcp Claim
AI agent security via MCP: C3 firewall, C4 immune system, C5 action guard, self…
— ○ ⏳ — N/A N/A — — —
58145
wppoland
Read-only MCP server for WooCommerce that enables answering questions about pro…
— ○ ⏳ — — — — — —
58146
csmoove530
CLAWD Wallet Claim
A unified MCP server providing x402 payments, TAP identity verification, referr…
— ○ ⏳ — N/A N/A — — —
58147
scope-bid
pharma Claim
Pharma vendor-services MCP. Preview. Available after legal, claims, and AEC are…
— ○ ⏳ — — — — — —
58148
SebastianBoehler
An MCP server for searching and citing research papers using RAG, enabling sema…
— ○ ⏳ — — — — — —
58149
quiint
An MCP server that bridges to the Context7 API, enabling querying documentation…
— ○ ⏳ — — — — — —
58150
antsincgame
Provides root access to all Appwrite projects, enabling management of projects,…
— ○ ⏳ — — — — — —
Showing 58101–58150 of 69111 servers