MCP Server Quality Scores

Independent quality analysis of 66549 public MCP servers

66549
Discovered
31859
Scored
2112
Verified
16953
Complete

Last updated 1 hour, 20 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
33251
thaenor
An MCP server that enables Claude and other LLMs to search and access archived …
33252
bnbhat
Read-only MCP server that exposes Launchpad bug-tracking data for a single proj…
33253
schwarztim
Provides programmatic access to Mimikatz for credential extraction, Kerberos at…
N/A N/A
33254
pipeworx-io
Enables AI agents to query cryptocurrency data including prices, market cap, ra…
33255
skaldlabs
Chat with your Skald knowledge base, add and update new knowledge, and search t…
33256
VMexicano
An MCP server that intelligently filters and compresses tool outputs to reduce …
N/A N/A
33257
Eqooid
Multi-database SQL operations MCP server that enables CRUD, table creation, and…
N/A N/A
33258
bhayanak
Enables AI assistants to explore player profiles, ratings, game archives, leade…
N/A N/A
33259
Hejun1998
Enables AI tools like Claude Code and Codex CLI to read and write serial port d…
N/A N/A
33260
AMinerSolution
A lightweight, local inventory-intelligence MCP server that enables querying st…
N/A N/A
33261
thornjad
stormscope Claim
Provides real-time US weather data for AI assistants via MCP, including current…
33262
metaneutrons
An MCP server for managing pandoc/CSL-YAML bibliographies and verifying citatio…
N/A N/A
33263
kmatrimony0-ops
This MCP server provides governed read access to the Analytos Brain knowledge g…
33264
HyperBDR
beacon-mcp Claim
MCP server for the beacon log analytics platform, exposing beacon's REST API as…
33265
LevelPanic
AST-aware codebase indexing with semantic search, exposed as an MCP server. Ena…
N/A N/A
33266
spitimage
chart-mcp Claim
Renders interactive Chart.js charts inside MCP hosts like Claude Desktop, enabl…
N/A N/A
33267
a2395663320
abcd Claim
N/A N/A 95
33268
kodegrenade
Enables AI assistants to generate fake Nigerian data including names, addresses…
N/A N/A
33269
Shiverion
An MCP-only server for evidence-based EPC tender screening that enables AI agen…
N/A N/A
33270
closermethod
MCP server for AI agents handling EOR & global hiring conversations. 8 tools: c…
33271
err0n-0x2A
bhe_mcp Claim
Connects LLMs to BloodHound Enterprise for natural language attack path analysi…
33272
askaudience
Ask 10,000+ synthetic European personas grounded in real survey data (ESS & WVS…
81
33273
toshi-bata
Bridges Claude Desktop to the HOOPS AI WebAPI, enabling 3D CAD analysis and int…
N/A N/A
33274
ManikLakhanpal
Enables AI assistants to interact with the Zerodha trading platform for placing…
N/A N/A
33275
matipojo
Enables live preview of Storybook components inside the IDE as the AI edits the…
N/A N/A
33276
zhaoran025
SmartDB MCP Claim
智能数据库查询 MCP 服务,支持在 AI 编程工具中用自然语言查询数据库。
N/A N/A
33277
zhentong520
wx4py-mcp Claim
MCP server for WeChat PC automation, enabling message sending, voice/video call…
N/A N/A
33278
jhalsey87
Model Context Protocol (MCP) server that provides access to the Grants.gov API …
N/A N/A
33279
matilarrazabal
Enables managing todo lists and tasks through natural language, supporting crea…
33280
litvaerickson-spec
Provides AI agents with a secure offline-first long-term memory system using Ob…
N/A N/A
33281
tougenrip
An MCP server that provides image generation using Google's Nano Banana Gemini …
33282
AiAgentKarl
MCP server for agent reputation staking — trust through skin-in-the-game. Agent…
N/A N/A
33283
blottosicei
An MCP server that provides real-time emergency room availability, open hospita…
33284
Auxin-io
Miami Friend Claim
Ask anything and get friendly, Miami-flavored answers. Receive quick tips, expl…
N/A N/A 95
33285
DarynaFor
varta-mcp Claim
Spam classification MCP server for AI agents that classifies messages as SPAM, …
33286
GowthamRam2000
Finds the cheapest nearby option for a dish on your own Swiggy account, ranked …
33287
vaibhavgupta5
Provides AI agents with a structured library of engineering skills, best practi…
N/A N/A
33288
Areeburrehman-26
Provides a single tool to display visual progress bars for time remaining in th…
33289
Winter-And-You-Gone
Enables text-only agents to process images by accepting image files, base64 dat…
33290 N/A N/A 95
33291
FreeOnePlus
Enables natural language querying of Apache Doris databases via LLM-powered SQL…
33292
PostPulse
PostPulse Claim
Social media scheduler for Instagram, Facebook, YouTube, TikTok, LinkedIn, X, B…
33293
donnywin85
dex-data Claim
DEX data, geocoding, weather, search, holidays, LEI, yield curve. 22 tools, fre…
N/A N/A
33294
minasenel
AI-powered IT support server that understands issues in Turkish and English, su…
33295
AgileAutomationTechnologies
Provides offline semantic validation for TcGen Structured Text (ST) review bund…
N/A N/A
33296
rubenzarroca
Pacioli Claim
MCP server that connects Claude Code to the Holded API for natural language fin…
N/A N/A
33297
civitai
Enables AI agents to fully interact with the Civitai platform, including browsi…
N/A N/A
33298
huber
Enables access to Fronius solar inverter data via the MCP protocol, allowing re…
33299
0xadvait
Enables users to plan, coordinate, and govern multi-agent teams using MongoDB f…
33300
jdug-jadodev
Efficiently loads, caches, and delivers project file context for AI agents usin…
N/A N/A
Showing 33251–33300 of 66549 servers
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