MCP Server Quality Scores

Independent quality analysis of 66549 public MCP servers

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66549
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31852
Scored
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2112
Verified
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16953
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Last updated 3 hours, 16 minutes ago

Grade Distribution

Score Distribution

Newly Added

mcp F Atmita F AnimGen F 24好玩 · 方案空间 F Person Enrichment F

Biggest Gainers

MemoryPlugin +46 Teppek +46 retro +44

Biggest Drops

Scrub MCP -47 Spectral — verified-knowledge oracle -46 scry — agent conduct meter, vow oracle, and the agent town -38
🔍
# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
32201
simonsysun
SeekLink Claim
Local-first Markdown vault retrieval for agents. Read-only MCP stdio server exp…
 — ○ ⏳ — N/A N/A — — —
32202
Direct-TO
Wraps Kali Linux penetration testing tools for authorized security assessments,…
 — ○ ⏳ — N/A N/A — — —
32203
Kuon-dev
Enables advanced reasoning and reflection using the Gemini API and OpenRouter m…
 — ○ ⏳ — N/A N/A — — —
32204
etheaven
An open-source MCP server that connects your IDE or AI assistant to the Codex C…
 — ○ ⏳ — N/A N/A — — —
32205
polskidegen
MCP server for Hyperliquid that provides read-only on-chain wallet analytics. E…
 — ○ ⏳ — — — — — —
32206
sandraschi
A production-ready FastMCP server that integrates Google Nest Protect devices w…
 — ○ ⏳ — — — — — —
32207
warunacds
A Model Context Protocol server that connects AI assistants to your Domain Pilo…
 — ○ ⏳ — — — — — —
32208
devsinsight
Indexes PDF documents into Qdrant and exposes semantic search as MCP tools, ena…
 — ○ ⏳ — — — — — —
32209
pipeworx-io
Enables querying City of Flagstaff open geospatial data via ArcGIS, including s…
 — ○ ⏳ — — — — — —
32210
cygkichi
Enables access to Japanese stock market data via the free J-Quants API, providi…
 — ○ ⏳ — N/A N/A — — —
32211
jdw2111
propraven Claim
Property intelligence: 180M+ US parcels — lookup, search, owners, hazards, perm…
 — ○ ⏳ — — — — — —
32212
WilliamLINWEN
A Model Context Protocol (MCP) server that provides tools for interacting with …
 — ○ ⏳ — — — — — —
32213
AgiFlow
OpenSkill Claim
An MCP server that makes Anthropic Skills universally accessible across coding …
 — ○ ⏳ — N/A N/A — — —
32214
naebo
Enables external reconnaissance activities including DNS enumeration, subdomain…
 — ○ ⏳ — N/A N/A — — —
32215
silmun15
MCP-Grounded Claim
Multi-agent pipeline for medical image classification with verification-aware a…
 — ○ ⏳ — N/A N/A — — —
32216
thedavidquan01
Searches and analyzes competitor ads and content across Meta, Google, Instagram…
 — ○ ⏳ — — — — — —
32217
michael-abdo
Enables hierarchical orchestration of Claude instances via tmux with a bridge p…
 — ○ ⏳ — N/A N/A — — —
32218
apix420
apix420 Claim
— ○ ⏳ — N/A N/A — 95 —
32219
appknox
MCP server for iOS automation via rpcclient, enabling AI agents to connect to i…
 — ○ ⏳ — — — — — —
32220
katekyorock-ux
Relay messages between Claude Code sessions over MCP without stealing window fo…
 — ○ ⏳ — N/A N/A — — —
32221
muzamilfaisal1
— ○ ⏳ — N/A N/A — 95 —
32222
SanthaKumar-K-2004
32 MCP tools for job search, resume analysis, matching, alerts, and exports usi…
 — ○ ⏳ — N/A N/A — — —
32223
Aadi775
MahoRAGa Claim
Persistent, graph-powered memory for AI agents that provides long-term semantic…
 — ○ ⏳ — N/A N/A — — —
32224
khshanovskyi
Provides web search and content fetching capabilities using DuckDuckGo, with ra…
 — ○ ⏳ — — — — — —
32225
xueca
An MCP server that provides code quality checks for AI coding assistants, inclu…
 — ○ ⏳ — N/A N/A — — —
32226
ppengit
Enables SQL Server database operations (queries, table management) and file sys…
 — ○ ⏳ — — — — 81 —
32227
Hokonoken
mcp-vmware Claim
MCP server for managing VMware vCenter (vSphere 7/8) with 39 tools covering VMs…
 — ○ ⏳ — — — — — —
32228
mayooreshmoodanwal
MCP Chef Claim
Enables AI agents to participate in CodeChef contests by fetching problems, gen…
 — ○ ⏳ — — — — — —
32229
oleksandr-cprime
abraxas93 Claim
— ○ ⏳ — N/A N/A — 95 —
32230
R-Mabasha
Transforms your IDE into an autonomous multi-agent coding assistant that orches…
 — ○ ⏳ — N/A N/A — — —
32231
chdb-io
chdb-mcp Claim
An MCP server for chDB, the in-process SQL OLAP engine powered by ClickHouse. L…
 — ○ ⏳ — N/A N/A — — —
32232
raj123ritesh-ai
Enables AI models to search, retrieve, and analyze YouTube videos, channels, pl…
 — ○ ⏳ — — — — — —
32233
unravel-team
MCP Analyst Claim
Enables Claude to analyze local CSV or Parquet files, handling larger datasets …
 — ○ ⏳ — N/A N/A — — —
32234
fxckcode
Comprehensive MCP server for Project COR, a project management platform, exposi…
 — ○ ⏳ — — — — — —
32235
ros-claw
Enables AI agents and LLMs to interact with Vicon motion capture systems for re…
 — ○ ⏳ — N/A N/A — — —
32236
gauransh18
personal-mcp Claim
Exposes personal portfolio data as tools for Claude to answer questions about t…
 — ○ ⏳ — — — — — —
32237
bartolli
codanna Claim
Local code intelligence MCP server and CLI for AI coding agents
 — ○ ⏳ — N/A N/A — — —
32238
mathewcsims
Enables full read/write control over Apple Mail.app and Calendar.app on macOS, …
 — ○ ⏳ — N/A N/A — — —
32239
vivekvar-dl
A read-only MCP server that gives AI agents the web as compact, ranked, verifie…
 — ○ ⏳ — N/A N/A — — —
32240
profanter-dev
truenas-mcp Claim
Read-only MCP server for TrueNAS SCALE 25.10+ that connects via JSON-RPC 2.0 We…
 — ○ ⏳ — — — — — —
32241
paoloamato2
Enables management of Keycloak identity and access management through the Keycl…
 — ○ ⏳ — — — — — —
32242
ngkienmkqn
Read-only MCP server for Wealify KPI dashboard that allows AI agents to query K…
 — ○ ⏳ — — — — — —
32243
santoshachari
Connects AI assistants to multiple Gmail accounts simultaneously, enabling sear…
 — ○ ⏳ — N/A N/A — — —
32244
jagalliers
appd-mcp Claim
A read-only MCP server for AppDynamics that exposes 12 task-oriented tools to q…
 — ○ ⏳ — N/A N/A — — —
32245
modao-dev
Enables HTML code generation from design descriptions, detailed design specific…
 — ○ ⏳ — — — — — —
32246
zzhan111
ma-browser Claim
MCP server that lets AI agents use your real browser as an API, accessing any w…
 — ○ ⏳ — N/A N/A — — —
32247
JNZader
Centralized encrypted gateway that routes requests to 11+ LLM providers (API ke…
 — ○ ⏳ — N/A N/A — — —
32248
yahyayozo
Bridges LLMs to the Ceedling C unit testing framework, enabling test execution,…
 — ○ ⏳ — N/A N/A — — —
32249
lxxmng
Track ocean containers across 200+ shipping lines by container, bill of lading,…
 — ○ ⏳ — — — — — —
32250
mjbraun
Enables searching and retrieving detailed product specifications from McMaster-…
 — ○ ⏳ — N/A N/A — — —
Showing 32201–32250 of 66549 servers
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