MCP Server Quality Scores

Independent quality analysis of 68784 public MCP servers

68784
Discovered
→
33563
Scored
→
2112
Verified
→
16953
Complete

Last updated 1 hour, 48 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
68401
Lissy93
bug-bounties Claim
Real-time directory of every public VDP and bug bounty program
— ○ ⏳ — N/A N/A — — —
68402
tony2026m
MCP server for Mybatis-Flex ORM framework providing API documentation, code exa…
— ○ ⏳ — N/A N/A — — —
68403
tterrasson
mcp-searxng Claim
Integrates SearXNG API to give AI assistants web search and URL reading capabil…
— ○ ⏳ — — — — — —
68404
motorfunnydev
An MCP server that provides AI agents with direct read/write access to Sitecore…
— ○ ⏳ — — — — — —
68405
TyrelCB
rag-mcp Claim
Hybrid RAG over Claude Code and Hermes session history via MCP tools for search…
— ○ ⏳ — N/A N/A — — —
68406
Alexander-Zhukov
MCP server for Joplin Server that gives LLMs full access to notes, notebooks, t…
— ○ ⏳ — N/A N/A — — —
68407
okeefeco
PyEye Server Claim
An extensible MCP server that provides intelligent Python code analysis, naviga…
— ○ ⏳ — N/A N/A — — —
68408
rubato103
Enables searching and collecting academic literature metadata from KISTI Scienc…
— ○ ⏳ — — — — — —
68409
AmbossTech
Magma MCP Claim
MCP server for buying Lightning Network liquidity via Amboss Magma. Enables AI …
— ○ ⏳ — — — — — —
68410
flowerfvase
A unified MCP server integrating Feishu, Notion, and Yuque platforms with 73 to…
— ○ ⏳ — — — — — —
68411
galderic
serial-mcp Claim
An MCP server that enables AI agents to read serial output from devices by buff…
— ○ ⏳ — N/A N/A — — —
68412
Casys-AI
mcp-erpnext Claim
MCP server for ERPNext / Frappe ERP — 120 tools across 14 categories with 7 int…
— ○ ⏳ — N/A N/A — — —
68413
kevinkda
Read-only MCP server for large-scale cross-sectional quant analysis of US stock…
— ○ ⏳ — — — — — —
68414
Ansvar-Systems
Enables querying Swedish cybersecurity regulations, decisions, and requirements…
— ○ ⏳ — — — — — —
68415
Tavaresiqueira
Enables AI assistants to query personal Duolingo metrics such as daily XP, sess…
— ○ ⏳ — N/A N/A — — —
68416
dmayan-ss
mcflux Claim
Read-only MCP server for InfluxDB v1 that lets Claude query and explore time-se…
— ○ ⏳ — — — — — —
68417
Beratemek
Enables LLM clients to query live and historical metal and commodity prices fro…
— ○ ⏳ — N/A N/A — — —
68418
tomaxtoLuca
MCP server providing filesystem allowlist and pack-aware Qdrant RAG search. Ena…
— ○ ⏳ — N/A N/A — — —
68419
imabhi123
MCP server providing tools for spatial grid applications including calculations…
— ○ ⏳ — — — — — —
68420
RemseyMailjard
Demonstrates how to expose approved internal banking tools to AI assistants via…
— ○ ⏳ — N/A N/A — — —
68421
theYahia
vk-ads-mcp Claim
MCP server for VK Ads API enabling management of campaigns, ads, statistics, ta…
— ○ ⏳ — — — — — —
68422
habeeblht17
An MCP server providing tools for weather, calculations, currency conversion, t…
— ○ ⏳ — — — — — —
68423
Ajayvtl
kryonex-mcp Claim
A TypeScript-based MCP server implementing a simple notes system with resources…
— ○ ⏳ — N/A N/A — — —
68424
rkorablin
Read-only MCP server for self-hosted Confluence that lets AI agents search page…
— ○ ⏳ — — — — — —
68425
Krat12
Self-hosted hybrid code search MCP server with text, symbol, and semantic searc…
— ○ ⏳ — N/A N/A — — —
68426
AiAgentKarl
Converts any REST API into MCP-compatible tools instantly by providing an OpenA…
— ○ ⏳ — — — — — —
68427
QuantJourneyOrg
Connects AI assistants to 500+ financial data tools from 40+ providers via the …
— ○ ⏳ — — — — — —
68428
smarzola
Loads Apple Health export data into a local SQLite database and exposes tools t…
— ○ ⏳ — N/A N/A — — —
68429
tunmhub
dsvlab-mcp Claim
Enables AI to programmatically control DS-VLAB circuit testing environment for …
— ○ ⏳ — N/A N/A — — —
68430
tylergibbs1
Helm Claim
Semantic browser automation MCP server that lets AI agents control a browser us…
— ○ ⏳ — N/A N/A — — —
68431
asiqueira1973
MCP server for Prelo, the Brazilian literary releases aggregator. Enables searc…
— ○ ⏳ — — — — — —
68432
airlabs-co
Provides AI assistants with access to real-time flight data, airport schedules,…
— ○ ⏳ — — — — — —
68433
lwjjike
Standardizes front-end JavaScript reverse engineering workflows by providing to…
— ○ ⏳ — N/A N/A — — —
68434
pipeworx-io
Toulouse Métropole Open Data MCP server. Enables searching datasets, retrieving…
— ○ ⏳ — — — — — —
68435
el95149
Enables querying Rapid7 InsightIDR logs using natural language through AI assis…
— ○ ⏳ — — — — — —
68436
Tokeii0
基于Capstone反汇编引擎的MCP服务器,为大语言模型提供多架构二进制反汇编、文件解析、CTF逆向及安全分析工具。
— ○ ⏳ — N/A N/A — — —
68437
mameziane
aiponge Claim
private by default journaling, self-understanding, reflective songs, books, pla…
— ○ ⏳ — — — — — —
68438
EdwyReed
ClockifyMCP Claim
Remote-first MCP server for personal Clockify time tracking, exposing tools to …
— ○ ⏳ — — — — — —
68439
NaveenSharma
anzsco-mcp Claim
Enables AI assistants to search and explore Australian occupation codes (ANZSCO…
— ○ ⏳ — — — — — —
68440
Zafer-Liu
Enables AI assistants to create, edit, and export flowcharts through a local we…
— ○ ⏳ — N/A N/A — — —
68441
Bone2510
MCP server for LaSuite Docs API, enabling operations like list, read, create, u…
— ○ ⏳ — N/A N/A — — —
68442
PLCsai
PLCs.ai Claim
Query Allen-Bradley and Siemens PLC projects, live tag values, and analyses in …
— ○ ⏳ — — — — — —
68443
valk-ryx
email-mcp Claim
— ○ ⏳ — N/A N/A — 95 —
68444
nangman-infra
touch-browser ⚡ Claim
Evidence-grounded web research for AI agents. Verifies page-local claims with c…
— ○ ⏳ — N/A N/A — 95 —
68445
giveradar
Search, verify, and compare 8.7M+ charities from official government registries…
— ○ ⏳ — — — — — —
68446
nusawave
Provides tools to read local git repositories and fetch public web pages withou…
— ○ ⏳ — N/A N/A — — —
68447
NexusX-MCP
An MCP server for interacting with the Twitter/X API v2, enabling AI assistants…
— ○ ⏳ — — — — — —
68448
ZahiriNatZuke
MCP server for audio transcription using local faster-whisper or OpenAI Whisper…
— ○ ⏳ — N/A N/A — — —
68449
Limzen
shadowprice Claim
Inject real-time leaked B2B SaaS pricing, historical discounts, and aggressive …
— ○ ⏳ — — — — — —
68450
AikoGilpin
serac Claim
Sovereign E2E cloud storage for AI agents. MCP-native, zero-knowledge, RGPD-com…
— ○ ⏳ — — — — — —
Showing 68401–68450 of 68784 servers