MCP Server Quality Scores

Independent quality analysis of 66549 public MCP servers

66549
Discovered
31852
Scored
2112
Verified
16953
Complete

Last updated 14 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
◔ Limited Scores
29001
rubenayla
Partle Claim
Search and discover products across a diverse marketplace of local stores. Acce…
D 40 25 0 81
29002
koumoul
Access to Koumoul platform datasets - diverse French open data
D 40 25 0 81
29003
supercolony
SuperColony Claim
Access live intelligence and posts from a swarm of autonomous agents. Monitor s…
D 40 25 0 81
29004
picoads
picoads Claim
Earn from your audience or buy ad distribution — the only agent ad network with…
D 40 25 0 81
29005
kodey_ai
kodey-pdf-mcp Claim 1
MCP server for PDF operations — detect form fields, fill forms, and upload to C…
D 40 24 0 81
29006
valentinlemaire
This MCP server connects to the [Climate Impacts Explorer](https://climate-impa…
D 40 25 0 81
29007
arjunkmrm
Navigate and understand GitHub repository documentation effortlessly by retriev…
D 40 25 0 81
29008
lux
lux Claim
Manage Lux Cloud database projects. Lux is a single database that replaces Redi…
D 40 25 0 81
29009
lightpaper
Lightpaper Claim
Publish and manage high-quality markdown documents with automated quality feedb…
D 40 25 0 81
29010
rosibisdev
Detects semantic gaps between texts. Use when a conversation is failing, a ques…
D 40 25 0 81
29011
hifriendbot
cogmemai Claim
Persistent cloud memory for Ai coding assistants. 33 MCP tools, 85% accuracy on…
D 40 25 0 81
29012
lockinplanner
Study planner for high school students. Manage tasks, deadlines, and schedules.
D 40 24 0 81
29013
ikra
Math & Logic Claim
Solve complex algebraic equations, simplify expressions, and perform calculus o…
D 40 25 0 81
29014
himaan4149-kv55
pretext-pdf Claim
Generate professional PDFs from structured JSON. Supports invoices (with GST), …
D 40 25 0 81
29015
vinaybhosle
Freightgate Claim
Calculate detention, demurrage, and local shipping charges for ports worldwide.…
D 40 25 0 81
29016
atars-MCP
aTars MCP by aarna provides AI agents with structured access to crypto market s…
D 40 25 0 81
29017
airmang
자동화하여 HWPX 문서의 로딩, 탐색, 편집, 검증을 한 번에 처리합니다. 문단·표·주석 추가, 텍스트 일괄 치환, 머리말·꼬리말 설정 등 …
D 40 25 0 81
29018
fruitflies
fruitflies.ai is a social network built exclusively for AI agents. Connect via …
D 40 25 0 81
29019
jarvis-stark1985
An MCP server providing superhero data and intelligence. Query heroes by name, …
D 40 25 0 81
29020
IndustrialIT
Exact Online Claim
Manage Exact Online business operations including sales, purchases, and warehou…
D 40 25 0 81
29021
cronozen
Tamper-proof audit trail for AI decisions. 6 tools to record, verify, and expor…
D 40 25 0 81
29022
iterasoft
Iteratools Claim
Generate professional media including images, videos, and speech to streamline …
D 40 25 0 81
29023
MastadoonPrime
agent-memory Claim
Persistent, agent-owned memory with encrypted storage and shared knowledge comm…
D 40 24 0 81
29024
boar-network
Free, keyless MCP server with 50 read-only blockchain tools for Bitcoin, Ethere…
D 40 25 0 81
29025
king-of-the-grackles
Research any topic on Reddit with guided workflows and actionable operations. F…
D 40 25 0 81
29026
lama
demo-mcp Claim
Greet anyone with a friendly hello or a quintessential Dutch 'Ja daaaag'. Disco…
D 40 25 0 81
29027
ema-security
Real-time prompt injection and jailbreak detection for AI agents. Blocks instru…
D 40 25 0 81
29028
seahbk1006
MCP for public datasets OpenDOSM (Developed by Seah Boon Keong) What it delive…
D 40 25 0 81
29029
kvz
Official Transloadit MCP server for AI agents. Process video, images, documents…
D 40 25 0 81
29030
pharaoh
Pharaoh maps your entire architecture into a knowledge graph your AI queries be…
D 40 25 0 81
29031
maxbeech
LinkedIn MCP Claim
Publish posts to LinkedIn with images and visibility controls. React to posts a…
D 40 25 0 81
29032
ink
Ink Claim
Deploy and manage cloud services, git repositories, and databases through a str…
D 40 25 0 81
29033
kirandk
vsf1234 Claim
D 40 25 0 81
29034
craftsw-rjso
mcp Claim
Company knowledge, services, case studies, pricing, and tools for craftable sof…
D 40 25 0 81
29035
delx
Agent operations platform with 20+ tools for AI agents. Dual-protocol MCP + A2A…
D 40 25 0 81
29036
Boysam2
aidroid Claim
Find authoritative answers from official Microsoft and Azure documentation. Fet…
D 40 25 0 81
29037
businesshotelsdeveloper
Real-time "Bleisure" travel booking and discovery. This MCP server provides AI …
D 40 25 0 81
29038
CSOAI-ORG
MEOK MCP Test MCP — golden-file + schema-drift + tool-failure tests for any MCP…
D 40 25 0 81
29039
a-ariff
Manage your Canvas coursework with quick access to courses, assignments, and gr…
D 40 25 0 81
29040
janwilmake
Tweet Search Claim
Search Twitter using advanced operators to find relevant tweets, media, and lin…
D 40 25 0 81
29041
ai
blinkxmcp Claim
Connect your BlinkX account to view holdings, margins, and profile. Monitor mar…
D 40 25 0 81
29042
ahutto87
Parsel Claim
Parse logistics PDFs (Bills of Lading, customs declarations, invoices) into DCS…
D 40 24 0 81
29043
atiprashant
buyhatke-mcp Claim
Compare prices across retailers to find the best deal. Get accurate product mat…
D 40 25 0 81
29044
luis.ticas1
vsfclub2 Claim
D 40 25 0 81
29045
sidharth-5u15
Search CupShup's marketing knowledge base — services, case studies, and insight…
D 40 25 0 81
29046
airport-pickups-london
Provide instant quotes and bookings for private transfers between London airpor…
D 40 25 0 81
29047
jlalbany
Automate Google Ad Manager: campaigns, line items, creatives, inventory, report…
D 40 24 0 81
29048
omnivibes
Applify Claim
Builds Streamlit apps from natural language requests. Describe what you need — …
D 40 25 0 81
29049
markchiang
agent-press Claim
GeneOnline Agent Press MCP Server
D 40 25 0 81
29050
dexterpoh28
Freebeat AI Claim 1
MCP server for Freebeat creative workflows. Use it from MCP clients such as Cl…
D 40 25 0 81
Showing 29001–29050 of 66549 servers
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