MCP Server Quality Scores

Independent quality analysis of 69070 public MCP servers

69070
Discovered
→
33800
Scored
→
2112
Verified
→
16953
Complete

Last updated 4 hours, 4 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
59901
pipeworx-io
Enables searching and querying City of Toledo open geospatial data (parcels, zo…
— ○ ⏳ — — — — — —
59902
gregpriday
An MCP server that generates and edits images using OpenAI's GPT Image model, a…
— ○ ⏳ — N/A N/A — — —
59903
wegitor
Enables AI assistants to control REAPER DAW via the Model Context Protocol, inc…
— ○ ⏳ — N/A N/A — — —
59904
wiserautomation
Enterprise-grade security for Claude Desktop agents: blocks dangerous actions, …
— ○ ⏳ — — — — — —
59905
Arhimage
ladder-mcp Claim
Windows-first MCP bridge for Kimi Code CLI, exposing code analysis, editing, se…
— ○ ⏳ — N/A N/A — — —
59906
jesonchen123
Modular monolithic FastAPI shared AI service platform providing config center, …
— ○ ⏳ — — — — — —
59907
badchars
A universal digital fingerprinting MCP server that combines 103 techniques acro…
— ○ ⏳ — — — — — —
59908
Monc618
MCP server for Feishu/Lark API integration, enabling AI agents to send messages…
— ○ ⏳ — — — — — —
59909
Leander-Andersen
Enables querying MyAnimeList data (anime search, rankings, seasonal anime, user…
— ○ ⏳ — — — — — —
59910
pipsqueakkk0613
Enables AI to post, view, comment, reply, like, and delete QQ Space (QZone) ent…
— ○ ⏳ — N/A N/A — — —
59911
unknown-sh
Provides AI assistants and MCP clients with API access to manage Firewalla MSP …
— ○ ⏳ — — — — — —
59912
prakhar7824
TalkAPI Claim
Enables conversational API testing via MCP, allowing users to make HTTP request…
— ○ ⏳ — — — — — —
59913
JayantPrakash
SampleMCP Claim
A demonstration MCP server that provides math (add/multiply) and weather tools,…
— ○ ⏳ — — — — — —
59914
nexai
Nex.Ai Claim
— ○ ⏳ — — — — 81 —
59915
dedalus-labs
linear-mcp Claim
An MCP server for Linear that provides tools to manage issues, projects, commen…
— ○ ⏳ — — — — — —
59916
Neboy72
Nexus Memory Claim
Nexus Memory gives every MCP-compatible agent one persistent, self-hosted share…
— ○ ⏳ — N/A N/A — — —
59917
312-dev
sophtron-mcp Claim
Query bank accounts, credit cards, and transactions via Sophtron's financial da…
— ○ ⏳ — N/A N/A — — —
59918
DiegoTurpo
Provides 10 tools over the CKAN API to audit and analyze Peruvian public spendi…
— ○ ⏳ — N/A N/A — — —
59919
moeharrington
Enables GitHub Copilot to query BigQuery and render interactive React visualiza…
— ○ ⏳ — N/A N/A — — —
59920
Sannnao
Enables AI-powered semantic search over React Hook Form documentation, allowing…
— ○ ⏳ — N/A N/A — — —
59921
ByteAsk
Page-cited retrieval for embedded docs, datasheets, MISRA, CMSIS, and RTOS refe…
— ○ ⏳ — — — — — —
59922
10xroadmap
Laravel MCP server that provides a tool to look up order status by order ID fro…
— ○ ⏳ — N/A N/A — — —
59923
ServiceStack
MCP server for generating images and audio using Google's Gemini AI models.
— ○ ⏳ — — — — — —
59924
Dangkoolwat
Enables looking up approximate location of public or specific IP addresses, ret…
— ○ ⏳ — — — — — —
59925
deepwa7er
poe2-mcp Claim
An MCP server for Path of Exile 2 build analysis that loads builds from Path of…
— ○ ⏳ — N/A N/A — — —
59926
simonliu-moltbot
tw-almanac Claim
Provides daily Taiwanese almanac (黃曆) information including auspicious/inauspic…
— ○ ⏳ — N/A N/A — — —
59927
SkyflowFoundry
The Tavily MCP server provides search, extract, map, and crawl tools for real-t…
— ○ ⏳ — — — — — —
59928
sasajib
Consolidates code understanding, documentation, browser automation, memory, and…
— ○ ⏳ — N/A N/A — — —
59929
Ambrose1
AI-powered video clipping server that analyzes subtitles and audio to detect hi…
— ○ ⏳ — N/A N/A — — —
59930
mithun4elp
Generate engineer-grade SaaS specifications — design systems, database schemas,…
— ○ ⏳ — N/A N/A — — —
59931
arturseo-geo
MCP server for on-page SEO auditing and JSON-LD schema validation, providing to…
— ○ ⏳ — — — — — —
59932
lildebil0
Enables LLMs to automate SolidWorks (open/save parts, modify dimensions, export…
— ○ ⏳ — N/A N/A — — —
59933
Travel-Code-Inc
Enables AI assistants to search flights and hotels, manage bookings, check flig…
— ○ ⏳ — — — — — —
59934
vikrantkalyan23
MCP-Server Claim
A minimal MCP server built with TypeScript that exposes a get_weather tool over…
— ○ ⏳ — N/A N/A — — —
59935
ThambimuthuAnush24
Enables resume parsing, querying, and email notifications via MCP tools.
— ○ ⏳ — — — — — —
59936
cebarrett
mlbb-mcp Claim
Enables querying Mobile Legends: Bang Bang hero data including win rates, count…
— ○ ⏳ — — — — — —
59937
umbertotancorre
youtube-mcp Claim
Enables AI agents to fetch transcripts, metadata, and download videos/audio fro…
— ○ ⏳ — N/A N/A — — —
59938
Knuckles-Team
MCP server providing 100% coverage of the CISO Assistant GRC REST API through a…
— ○ ⏳ — — — — — —
59939
T-Rzeznik
reaper-mcp Claim
An MCP server that gives Claude Code (or any MCP client) full control of Reaper.
— ○ ⏳ — N/A N/A — — —
59940
mickpletcher
Enables Claude Desktop to read and control Home Assistant devices via natural l…
— ○ ⏳ — N/A N/A — — —
59941
czgreg
NetPilot-MCP Claim
Enables large language models to manage network devices (Cisco, Huawei, H3C, Ru…
— ○ ⏳ — N/A N/A — — —
59942
Svel26
Automates the Sigmatek LASAL software suite for PLC and HMI engineering, enabli…
— ○ ⏳ — N/A N/A — — —
59943
AhmedAhmedEG
Math MCP Claim
A comprehensive math utility server implementing the Model Context Protocol (MC…
— ○ ⏳ — — — — — —
59944
pedronahum
Enables AI assistants like Claude to discover, validate, and simulate all 18 AC…
— ○ ⏳ — — — — — —
59945
Mizstik
Enables retrieval of YouTube video transcripts/subtitles and titles using yt-dl…
— ○ ⏳ — N/A N/A — — —
59946
vaibhavpandeyvpz
slackxmcp Claim
Enables MCP-compatible clients to interact with Slack through Web API tools and…
— ○ ⏳ — — — — — —
59947
zyndai
MCP server for AgentDNS that allows Claude or any MCP client to register a pers…
— ○ ⏳ — N/A N/A — — —
59948
pipeworx-io
Enables querying Glasgow City Council GIS open geospatial datasets (parcels, zo…
— ○ ⏳ — — — — — —
59949
WaHaiLong
Enables AI assistants to operate Kingdee Cloud Star ERP via natural language, i…
— ○ ⏳ — — — — — —
59950
CristianoCiuti
RepoNova Claim
RepoNova is an MCP server that builds a persistent knowledge graph of your code…
— ○ ⏳ — N/A N/A — — —
Showing 59901–59950 of 69070 servers