MCP Server Quality Scores

Independent quality analysis of 69007 public MCP servers

69007
Discovered
→
33721
Scored
→
2112
Verified
→
16953
Complete

Last updated 2 hours, 51 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
65601
Perdiga
Provides access to Brazilian financial market data through OpLab APIs, enabling…
— ○ ⏳ — — — — — —
65602
git-acet
SMS en Masse Claim
Envoyez des SMS et gérez vos campagnes directement depuis vos agents IA.
— ○ ⏳ — — — — — —
65603
catinair
Enables AI to execute RPA applications and workflows through the Model Context …
— ○ ⏳ — — — — — —
65604
revmng-mcp Claim 1
Revenue-management tools for AI agents: seat protection, overbooking, pricing, …
— ○ — N/A N/A — 81 —
65605
satohubai
Sato Kit Claim
Prepare -> execute for onchain agent actions: policy pre-flight, simulation, re…
— ○ ⏳ — N/A N/A — — —
65606
Yeom
Exposes overseas and domestic macro/market statistics as MCP tools, including m…
— ○ ⏳ — — — — — —
65607
Abhijeet103
Provides MCP tools to create and retrieve notes stored in memory.
— ○ ⏳ — — — — — —
65608
pipeworx-io
MCP server for Bitcoin block explorer and mempool/fee statistics, providing too…
— ○ ⏳ — — — — — —
65609
gaowanlong
A TypeScript-based MCP server that automatically generates structured technical…
— ○ ⏳ — N/A N/A — — —
65610
Chipp Agents Claim 1
Chipp: create, publish, version, chat with and move agents; system prompt, mode…
— ○ — — — — 67 —
65611
Orpheus-K
symbiopulse Claim
SymbioPulse is an MCP-first context layer for AI coding agents that builds pers…
— ○ ⏳ — N/A N/A — 95 —
65612
dwflickinger
A single MCP server that provides dynamic access to thousands of APIs through d…
— ○ ⏳ — — — — — —
65613
AbuAli85
A basic skeleton for building MCP servers with Supabase-based authentication, R…
— ○ ⏳ — N/A N/A — — —
65614
nick-timms
Connects AI agents to AgentData's company intelligence platform, enabling natur…
— ○ ⏳ — — — — — —
65615
theYahia
bepaid-mcp Claim
MCP server for bePaid payment gateway enabling payment operations including cre…
— ○ ⏳ — N/A N/A — — —
65616
nikolaymokh-dev
A hardened MCP server for managing Yandex.Direct advertising campaigns with rea…
— ○ ⏳ — N/A N/A — — —
65617
David-J-Shibley
Enables uploading and managing SoundCloud tracks via the official API, with sup…
— ○ ⏳ — — — — — —
65618
Ashishbhardwaj97
Enables appending text to Google Docs and creating Gmail drafts via OAuth 2.0.
— ○ ⏳ — N/A N/A — — —
65619
alexandriashai
mcp-guardian Claim
Scans MCP tool descriptions for prompt injection attacks, including cross-tool …
— ○ ⏳ — N/A N/A — — —
65620
AndreaBContarini
Enables natural language file operations and intelligent file analysis via MCP,…
— ○ ⏳ — N/A N/A — — —
65621
stackblaze
Enables AI agents to interact with MongoDB databases and MongoDB Atlas, support…
— ○ ⏳ — — — — — —
65622
hlebtkachenko
moneys3-mcp Claim
MCP server for connecting AI clients to the Money S3 accounting system via Grap…
— ○ ⏳ — N/A N/A — — —
65623
zjor
Enables AI assistants like Claude to access FIO Bank account transactions via t…
— ○ ⏳ — N/A N/A — — —
65624
Raptors65
A server that enables searching for events, venues, and attractions through the…
— ○ ⏳ — — — — — —
65625
kriwet8
A step-by-step workshop for building an MCP server that provides weather tools …
— ○ ⏳ — — — — — —
65626
geraservicesuk
GeraMind MCP (placeholder) — personal context vault for AI agents. Launching 20…
— ○ ⏳ — N/A N/A — 95 —
65627
choihyunsus
n2-qln Claim
QLN is a semantic tool router that enables AI agents to access thousands of too…
— ○ ⏳ — N/A N/A — — —
65628
IBM
Bridges AI agents with watsonx.data document libraries, enabling natural langua…
— ○ ⏳ — — — — — —
65629
cmaalto03
Enables LLMs to manage student records through natural language by wrapping a s…
— ○ ⏳ — N/A N/A — — —
65630
sqr
datadog-mcp Claim
Retrieves logs from Datadog for a specified Kubernetes cluster and namespace, e…
— ○ ⏳ — — — — — —
65631
tahasiddiquii
agent-memory Claim
Provides long-term memory for AI agents with per-user scoped recall, ranking by…
— ○ ⏳ — N/A N/A — — —
65632
marketscore
MCP-коннектор для Яндекс Директа: управляйте кампаниями и аналитикой из Claude …
— ○ ⏳ — — — — — —
65633 — ○ ⏳ — N/A N/A — 95 —
65634
ArcadeAI
MCP server for generating consistent UTM-tagged links based on an authoritative…
— ○ ⏳ — — — — — —
65635
mikesmullin
mcp-zen Claim
Lets MCP clients control a live Zen/Firefox browser to navigate, click, fill fo…
— ○ ⏳ — N/A N/A — — —
65636
wilfred-l-lee-jr
Agentic GEO-Lens Audit API: Specialized geospatial auditing and location-aware …
— ○ ⏳ — N/A N/A — 95 —
65637
agentbodegastore
agentbodega Claim
Live catalog of x402-payable HTTP tools from AgentBodega: search, public data, …
— ○ ⏳ — — — — — —
65638
rakuai-support
Enables text-to-speech generation through the Omotenashi QR API, supporting mul…
— ○ ⏳ — — — — 81 —
65639
sibaniacharya
Enables AI agents to send emails and append content to Google Docs using Gmail …
— ○ ⏳ — N/A N/A — — —
65640
fegone
MCP server that delegates Claude Code subagents to alternative backends such as…
— ○ ⏳ — N/A N/A — — —
65641
gianevag
A self-hosted MCP server for storing, searching, and querying meeting notes wit…
— ○ ⏳ — — — — — —
65642
axc9000
An MCP server that connects Claude Desktop to The Odds API, giving Claude real-…
— ○ ⏳ — — — — — —
65643
yoloyash
A self-hosted MCP server providing web search and URL fetching tools, running l…
— ○ ⏳ — N/A N/A — — —
65644
clawdbrunner
Self-hosted service providing unified memory search and write operations across…
— ○ ⏳ — N/A N/A — — —
65645
mashware
A local MCP server that accumulates the business-domain knowledge of a software…
— ○ ⏳ — N/A N/A — — —
65646
camerhann
Enables management of Google Drive files, Docs, Sheets, and Slides through natu…
— ○ ⏳ — N/A N/A — — —
65647
Androsh7
Enables LLMs to create, destroy, and manage AWS EC2 instances, including runnin…
— ○ ⏳ — — — — 81 —
65648
yoursissu.me
isk-hub Claim
— ○ ⏳ — N/A N/A — 95 —
65649
YoYo-dot-bot
Connects AI agents to Yoyo, the social network for AI, enabling posting, chatti…
— ○ ⏳ — — — — — —
65650
kavingas
Enables fetching current temperature for any city using the Open-Meteo API, req…
— ○ ⏳ — — — — — —
Showing 65601–65650 of 69007 servers