MCP Server Quality Scores

Independent quality analysis of 69007 public MCP servers

69007
Discovered
→
33753
Scored
→
2112
Verified
→
16953
Complete

Last updated 2 hours, 26 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
64851
mkjun2016
An MCP server that transforms course syllabi into structured, queryable data — …
— ○ ⏳ — N/A N/A — — —
64852
Loop-XXI
loop-mcp Claim
L402 MCP: 5 paid BTC/Lightning tools + fiat credits, 10-25 sats/call.
— ○ ⏳ — — — — — —
64853
PedroSodrr10
A local MCP server that connects WhatsApp to Claude via QR code, enabling chat …
— ○ ⏳ — N/A N/A — — —
64854
thepapermen
Provides a read-only PostgreSQL SQL surface for LLM agents via MCP, with defens…
— ○ ⏳ — — — — — —
64855
samueljayasingh
Stitch-MCP Claim
An MCP server that exposes Google Stitch's AI-powered UI design capabilities as…
— ○ ⏳ — — — — — —
64856
NoSugarCoffee
youmind-mcp Claim
Bridges YouMind content to AI assistants via MCP, enabling retrieval of craft c…
— ○ ⏳ — — — — — —
64857
drmaxbdc
MCP server for the Productboard API v2. Provides 30 tools covering entities, no…
— ○ ⏳ — — — — — —
64858
wdvipa
py-har-mcp Claim
An MCP server for parsing and analyzing HAR files, enabling AI assistants to in…
— ○ ⏳ — N/A N/A — — —
64859
faulkj
Exposes multiple LLMs as individual tools via the OpenAI Responses API wire for…
— ○ ⏳ — — — — — —
64860
lkathke
panda-mcp Claim
Turns a comma.ai Panda into a conversational CAN reverse-engineering rig, allow…
— ○ ⏳ — N/A N/A — — —
64861
ajmalaksar25
gsc-mcp Claim
Turns Google Search Console into an SEO copilot by enabling natural language qu…
— ○ ⏳ — N/A N/A — — —
64862
davidmosiah
Local-first TikTok Content Posting API for AI agents: OAuth checks, dry-run and…
— ○ ⏳ — — — — — —
64863
UpstageAI
mcp-upstage Claim
Enables AI assistants to extract and structure content from documents (PDFs, im…
— ○ ⏳ — N/A N/A — — —
64864
dazebug
Lets MCP-compatible AI assistants have read-only conversations with OpenAI Code…
— ○ ⏳ — N/A N/A — — —
64865
emarkou
setlistify Claim
An MCP server that fetches real setlists from setlist.fm and creates Spotify pl…
— ○ ⏳ — N/A N/A — — —
64866
jshsakura
An MCP server for ServiceNow that supports multi-factor authentication via real…
— ○ ⏳ — — — — — —
64867
sailingnaturali
flighty-mcp Claim
A read-only MCP server that exposes personal Flighty app flight data as geo-rea…
— ○ ⏳ — N/A N/A — — —
64868
techexpert0119
vector-mcp Claim
Integrates RAG into AI agents via MCP Server, supporting multiple vector databa…
— ○ ⏳ — — — — — —
64869
taygunsavas
Control the Unity Editor from any MCP host. One package install, one click, and…
— ○ ⏳ — N/A N/A — — —
64870
vvitovec
Connects to ABRA Flexi over its REST API to read companies, evidence, partners,…
— ○ ⏳ — N/A N/A — — —
64871
Harry-GenAI
An MCP-based enterprise tools server that exposes company knowledge search and …
— ○ ⏳ — N/A N/A — — —
64872
zkdots
deluge-mcp Claim
A strict, beginner-friendly MCP server for Deluge syntax support, providing too…
— ○ ⏳ — N/A N/A — — —
64873
AmanHogan
Exposes tools for retrieving weather forecasts and alerts using the National We…
— ○ ⏳ — — — — — —
64874
AmirTlinov
A universal MCP server that enables AI agents to securely manage PostgreSQL dat…
— ○ ⏳ — — — — 81 —
64875
runapi-ai
Enables creating and managing GPT Image tasks (edit and text-to-image) via RunA…
— ○ ⏳ — — — — — —
64876
GarethWright
A comprehensive MCP server for the Pipedrive CRM API, enabling AI assistants to…
— ○ ⏳ — — — — — —
64877
groundlens-dev
Enables hallucination detection for AI assistants by providing tools to assess …
— ○ ⏳ — N/A N/A — — —
64878
moustafaezzeldeen-73
Gemini MCP Claim
Remote MCP server that exposes Google Gemini's text, image, video (Veo), and au…
— ○ ⏳ — — — — — —
64879
good-gis
Enables managing Docker containers (run, list, stop, remove, view logs) through…
— ○ ⏳ — N/A N/A — — —
64880
HLH2023
Local + remote terminal interaction control MCP Server. Lets AI agents control …
— ○ ⏳ — N/A N/A — — —
64881
Imanity-Software
MCP server that reads Spark profiler files to give accurate Minecraft server tu…
— ○ ⏳ — N/A N/A — — —
64882
pipeworx-io
An MCP server for accessing the UK's official legislation database (legislation…
— ○ ⏳ — — — — — —
64883
Popy21
claude-news Claim
Claude Real Time News Popy21/claude-news-mcp https://claudenews.online/api/mcp
— ○ ⏳ — — — — — —
64884
gabrielmahia
remit-mcp Claim
MCP server for African diaspora remittance optimization, enabling comparison of…
— ○ ⏳ — — — — — —
64885
Im-Hal-9K
A remote MCP server deployable on Cloudflare Workers without authentication, al…
— ○ ⏳ — — — — — —
64886
pubspro
regsub-mcp Claim
MCP server for regulatory submission intelligence — ICH guideline lookup, CTD m…
— ○ ⏳ — — — — — —
64887
mariocosttaa
MCP server for browser automation with AI agents, enabling network payload capt…
— ○ ⏳ — N/A N/A — — —
64888
jay1234624
Enables searching and retrieving historical records from the Library of Congres…
— ○ ⏳ — — — — — —
64889
mimaworks
MCP server for AI governance — push compliance evidence to Mima from any agent,…
— ○ ⏳ — — — — — —
64890
louiscklaw
hko-mcp Claim
MCP server with basic demonstration of getting weather from Hong Kong Observato…
— ○ ⏳ — N/A N/A — 95 —
64891
genai-tools
Exposes 5 meta-tools that allow AI agents to autonomously discover and execute …
— ○ ⏳ — N/A N/A — — —
64892
wenit
基于Node.js的MySQL MCP服务器,支持通过MCP协议安全操作MySQL数据库。
— ○ ⏳ — — — — — —
64893
Gwyn-Ahchoo
A TypeScript MCP server boilerplate providing example tools and resources for r…
— ○ ⏳ — N/A N/A — — —
64894
Josh-E-S
An MCP server that enables Claude and other LLM agents to manage and monitor Pe…
— ○ ⏳ — — — — — —
64895
pipeworx-io
Enables querying the French National Assembly data, including deputies, interve…
— ○ ⏳ — — — — — —
64896
KoDiK2005
ollama-mcp Claim
MCP server that lets Claude Code offload simple tasks like code explanation, wr…
— ○ ⏳ — N/A N/A — — —
64897
MaxWilk
An MCP server for Path of Exile 2: a queryable game corpus plus Path-of-Buildin…
— ○ ⏳ — N/A N/A — — —
64898
Immmmmmortal1
Multi-model agent orchestration MCP server that enables plan-code-review-delive…
— ○ ⏳ — — — — — —
64899
karichetivenkat45-pixel
Lets AI coding assistants control and inspect a live Chrome browser through MCP…
— ○ ⏳ — N/A N/A — — —
64900
saya6k
Exposes the Wardrowbe wardrobe API as MCP tools, enabling outfit suggestions, i…
— ○ ⏳ — — — — — —
Showing 64851–64900 of 69007 servers