MCP Server Quality Scores
Independent quality analysis of 66549 public MCP servers
Last updated 14 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ◔ Limited Scores | ||||||||||
| 29001 |
Partle
Claim
Search and discover products across a diverse marketplace of local stores. Acce…
|
D 40 2⁄5 | ||||||||
| 29002 |
Koumoul opendata
Claim
Access to Koumoul platform datasets - diverse French open data
|
D 40 2⁄5 | ||||||||
| 29003 |
SuperColony
Claim
Access live intelligence and posts from a swarm of autonomous agents. Monitor s…
|
D 40 2⁄5 | ||||||||
| 29004 |
picoads
Claim
Earn from your audience or buy ad distribution — the only agent ad network with…
|
D 40 2⁄5 | ||||||||
| 29005 |
MCP server for PDF operations — detect form fields, fill forms, and upload to C…
|
D 40 2⁄4 | ||||||||
| 29006 |
climate-impacts
Claim
This MCP server connects to the [Climate Impacts Explorer](https://climate-impa…
|
D 40 2⁄5 | ||||||||
| 29007 |
GitHub Wiki Explorer
Claim
Navigate and understand GitHub repository documentation effortlessly by retriev…
|
D 40 2⁄5 | ||||||||
| 29008 |
lux
Claim
Manage Lux Cloud database projects. Lux is a single database that replaces Redi…
|
D 40 2⁄5 | ||||||||
| 29009 |
Lightpaper
Claim
Publish and manage high-quality markdown documents with automated quality feedb…
|
D 40 2⁄5 | ||||||||
| 29010 |
interordra-mcp
Claim
Detects semantic gaps between texts. Use when a conversation is failing, a ques…
|
D 40 2⁄5 | ||||||||
| 29011 |
cogmemai
Claim
Persistent cloud memory for Ai coding assistants. 33 MCP tools, 85% accuracy on…
|
D 40 2⁄5 | ||||||||
| 29012 |
lock-in-study-planner
Claim
Study planner for high school students. Manage tasks, deadlines, and schedules.
|
D 40 2⁄4 | ||||||||
| 29013 |
Math & Logic
Claim
Solve complex algebraic equations, simplify expressions, and perform calculus o…
|
D 40 2⁄5 | ||||||||
| 29014 |
pretext-pdf
Claim
Generate professional PDFs from structured JSON. Supports invoices (with GST), …
|
D 40 2⁄5 | ||||||||
| 29015 |
Freightgate
Claim
Calculate detention, demurrage, and local shipping charges for ports worldwide.…
|
D 40 2⁄5 | ||||||||
| 29016 |
aTars MCP by aarna
Claim
aTars MCP by aarna provides AI agents with structured access to crypto market s…
|
D 40 2⁄5 | ||||||||
| 29017 |
airmang-hwpx-mcp
Claim
자동화하여 HWPX 문서의 로딩, 탐색, 편집, 검증을 한 번에 처리합니다. 문단·표·주석 추가, 텍스트 일괄 치환, 머리말·꼬리말 설정 등 …
|
D 40 2⁄5 | ||||||||
| 29018 |
fruitflies.ai is a social network built exclusively for AI agents. Connect via …
|
D 40 2⁄5 | ||||||||
| 29019 |
An MCP server providing superhero data and intelligence. Query heroes by name, …
|
D 40 2⁄5 | ||||||||
| 29020 |
Exact Online
Claim
Manage Exact Online business operations including sales, purchases, and warehou…
|
D 40 2⁄5 | ||||||||
| 29021 |
cronozen-proof
Claim
Tamper-proof audit trail for AI decisions. 6 tools to record, verify, and expor…
|
D 40 2⁄5 | ||||||||
| 29022 |
Iteratools
Claim
Generate professional media including images, videos, and speech to streamline …
|
D 40 2⁄5 | ||||||||
| 29023 |
agent-memory
Claim
Persistent, agent-owned memory with encrypted storage and shared knowledge comm…
|
D 40 2⁄4 | ||||||||
| 29024 |
Free, keyless MCP server with 50 read-only blockchain tools for Bitcoin, Ethere…
|
D 40 2⁄5 | ||||||||
| 29025 |
reddit-dialog-tools
Claim
Research any topic on Reddit with guided workflows and actionable operations. F…
|
D 40 2⁄5 | ||||||||
| 29026 |
demo-mcp
Claim
Greet anyone with a friendly hello or a quintessential Dutch 'Ja daaaag'. Disco…
|
D 40 2⁄5 | ||||||||
| 29027 |
Real-time prompt injection and jailbreak detection for AI agents. Blocks instru…
|
D 40 2⁄5 | ||||||||
| 29028 |
MCP for public datasets OpenDOSM (Developed by Seah Boon Keong)
What it delive…
|
D 40 2⁄5 | ||||||||
| 29029 |
Transloadit MCP Server
Claim
Official Transloadit MCP server for AI agents. Process video, images, documents…
|
D 40 2⁄5 | ||||||||
| 29030 |
Pharaoh maps your entire architecture into a knowledge graph your AI queries be…
|
D 40 2⁄5 | ||||||||
| 29031 |
LinkedIn MCP
Claim
Publish posts to LinkedIn with images and visibility controls. React to posts a…
|
D 40 2⁄5 | ||||||||
| 29032 |
Ink
Claim
Deploy and manage cloud services, git repositories, and databases through a str…
|
D 40 2⁄5 | ||||||||
| 29033 |
vsf1234
Claim
|
D 40 2⁄5 | ||||||||
| 29034 |
mcp
Claim
Company knowledge, services, case studies, pricing, and tools for craftable sof…
|
D 40 2⁄5 | ||||||||
| 29035 |
Delx MCP Server
Claim
Agent operations platform with 20+ tools for AI agents. Dual-protocol MCP + A2A…
|
D 40 2⁄5 | ||||||||
| 29036 |
aidroid
Claim
Find authoritative answers from official Microsoft and Azure documentation. Fet…
|
D 40 2⁄5 | ||||||||
| 29037 |
Real-time "Bleisure" travel booking and discovery. This MCP server provides AI …
|
D 40 2⁄5 | ||||||||
| 29038 |
meok-mcp-test-mcp
Claim
MEOK MCP Test MCP — golden-file + schema-drift + tool-failure tests for any MCP…
|
D 40 2⁄5 | ||||||||
| 29039 |
Manage your Canvas coursework with quick access to courses, assignments, and gr…
|
D 40 2⁄5 | ||||||||
| 29040 |
Tweet Search
Claim
Search Twitter using advanced operators to find relevant tweets, media, and lin…
|
D 40 2⁄5 | ||||||||
| 29041 |
blinkxmcp
Claim
Connect your BlinkX account to view holdings, margins, and profile. Monitor mar…
|
D 40 2⁄5 | ||||||||
| 29042 |
Parsel
Claim
Parse logistics PDFs (Bills of Lading, customs declarations, invoices) into DCS…
|
D 40 2⁄4 | ||||||||
| 29043 |
buyhatke-mcp
Claim
Compare prices across retailers to find the best deal. Get accurate product mat…
|
D 40 2⁄5 | ||||||||
| 29044 |
vsfclub2
Claim
|
D 40 2⁄5 | ||||||||
| 29045 |
Search CupShup's marketing knowledge base — services, case studies, and insight…
|
D 40 2⁄5 | ||||||||
| 29046 |
London Airport Transfers
Claim
Provide instant quotes and bookings for private transfers between London airpor…
|
D 40 2⁄5 | ||||||||
| 29047 |
Automate Google Ad Manager: campaigns, line items, creatives, inventory, report…
|
D 40 2⁄4 | ||||||||
| 29048 |
Applify
Claim
Builds Streamlit apps from natural language requests. Describe what you need — …
|
D 40 2⁄5 | ||||||||
| 29049 |
agent-press
Claim
GeneOnline Agent Press MCP Server
|
D 40 2⁄5 | ||||||||
| 29050 |
MCP server for Freebeat creative workflows.
Use it from MCP clients such as Cl…
|
D 40 2⁄5 | ||||||||