MCP Server Quality Scores

Independent quality analysis of 69007 public MCP servers

69007
Discovered
→
33721
Scored
→
2112
Verified
→
16953
Complete

Last updated 2 hours, 9 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
65751
GigRadar
Enables interaction with La Growth Machine (LGM) workspace via MCP, providing 2…
— ○ ⏳ — — — — — —
65752
renefichtmueller
PaperCortex Claim
An MCP server that adds AI-powered document intelligence to Paperless-ngx, enab…
— ○ ⏳ — N/A N/A — — —
65753
yangboy91
Enables AI assistants to read, search, send, and reply to Zoho Mail via IMAP/SM…
— ○ ⏳ — — — — — —
65754
dedsxc
Enables AI assistants to interact with Frigate NVR security camera systems, sup…
— ○ ⏳ — — — — — —
65755
TriangleLabs
Search for high-resolution UI design inspirations from Dribbble by simply enter…
— ○ ⏳ — N/A N/A — 95 —
65756
Spera-Law-Group-LLC
accelo-mcp Claim
MCP server exposing Accelo quote tools (list, get, create, update) with per-use…
— ○ ⏳ — — — — — —
65757
berkayildi
A local MCP server that parses Terraform .tfstate files and lets AI agents audi…
— ○ ⏳ — N/A N/A — — —
65758
andrewkriley
Self-hosted MCP server for administering Cloudflare DNS and cloudflared tunnels…
— ○ ⏳ — — — — — —
65759
devvdpatel
Enables querying FIFA World Cup player and team statistics for 2010, 2014, 2018…
— ○ ⏳ — N/A N/A — — —
65760
arrogant-R
Enables AI assistants to search and access academic papers from Google Scholar …
— ○ ⏳ — N/A N/A — — —
65761
sebcbi1
Enables secure, read-only PostgreSQL database interaction through natural langu…
— ○ ⏳ — — — — — —
65762
mod-us
A Model Context Protocol (MCP) server that provides access to Modus's RevOps an…
— ○ ⏳ — — — — — —
65763
DOsinga
PyKernel MCP Claim
MCP server that provides a persistent IPython kernel for executing Python code …
— ○ ⏳ — N/A N/A — — —
65764
NoBanks
nutanix-mcp Claim
MCP server for Nutanix Prism Central v4 REST API, enabling AI agents to list an…
— ○ ⏳ — — — — — —
65765
Av75057
Enables natural language queries about warehouse stock and sales data from 1C a…
— ○ ⏳ — — — — — —
65766
swayammaheshwari
docstar-mcp Claim
Automates documentation updates by analyzing git changes and using an LLM to ge…
— ○ ⏳ — N/A N/A — — —
65767
noimank
FNewsCrawler Claim
已废弃的财经信息MCP服务,提供实时财经资讯,建议转向新项目OmniData。
— ○ ⏳ — — — — — —
65768
VeniceEsse
vvvesse Claim
ESSE (Existence Synchronization System Entity) — a meta-agent MCP server that f…
— ○ ⏳ — — — — — —
65769
waddou
Read-only MCP server exposing the catalog of articles from moncompte.org. Enabl…
— ○ ⏳ — — — — — —
65770
anguslin
Enables users to query and analyze U.S. politician stock trades with real-time …
— ○ ⏳ — — — — — —
65771
jtsylve
re-mcp Claim
A multi-backend MCP server that exposes binary analysis capabilities from IDA P…
— ○ ⏳ — N/A N/A — — —
65772
Digital-Crew-Technologies
Enables to fetch and update workspace profile settings for the Digital Crew Max…
— ○ ⏳ — — — — — —
65773
evalops
An MCP server that structures AI reasoning as directed acyclic graphs of semant…
— ○ ⏳ — — — — — —
65774
chad-atexpedient
Enables deploying, managing, and monitoring OpenWebUI instances on the Railway …
— ○ ⏳ — N/A N/A — — —
65775
muvon
Octobrain Claim
Persistent memory for AI assistants with semantic search and knowledge graph re…
— ○ ⏳ — N/A N/A — 95 —
65776
iskifogl
Enables Gmail, Google Calendar, and Google Drive access through the Model Conte…
— ○ ⏳ — — — — — —
65777
pkistudio
A local MCP server for AI-assisted PKI and ASN.1 workflows, providing tools for…
— ○ ⏳ — — — — — —
65778
ZhaoLLe
MCP Bridge Claim
一个动态MCP服务桥接器,支持通过Web UI或API动态注册MCP能力,实现MCP Client与前端之间的双向通信。
— ○ ⏳ — N/A N/A — — —
65779
QYmag1c
Extends IDA Pro with multi-instance support and vulnerability scanning for AI-a…
— ○ ⏳ — N/A N/A — — —
65780
adastra-labs
Enables tracking and monitoring of Capillus Bluetooth caps for treatment sessio…
— ○ ⏳ — N/A N/A — — —
65781
Yachitha
Provides weather alerts for US states and forecasts for given coordinates via M…
— ○ ⏳ — — — — — —
65782
Sherevv
Provides tools for time operations including current time, timestamp conversion…
— ○ ⏳ — — — — — —
65783
isyuricunha
Lightweight MCP server for DuckDuckGo search with HTML fallback, safe webpage f…
— ○ ⏳ — — — — — —
65784
thaibulksms
thaibulksms Claim
MCP server for ThaiBulkSMS and ThaiBulkMail APIs, enabling SMS, email, credit c…
— ○ ⏳ — — — — — —
65785
rimmade
Enables querying JSON/JSONL social datasets in Claude Desktop via MCP tools, us…
— ○ ⏳ — N/A N/A — — —
65786
Open-Agent-Tools
An MCP server providing stock market data and trading capabilities through mult…
— ○ ⏳ — — — — — —
65787
Pratiikpy
Enables external agents to vet trades via a signed safety firewall, retrieve li…
— ○ ⏳ — — — — — —
65788
lordbasilaiassistant-sudo
Enables GitHub project management from Claude, supporting issue creation, miles…
— ○ ⏳ — — — — — —
65789
Nimo1987
Enables AI agents to perform professional-grade deep research by aggregating re…
— ○ ⏳ — — — — — —
65790
hhy5562877
Douyin MCP Claim
Enables AI assistants to access Douyin (TikTok China) data including video sear…
— ○ ⏳ — N/A N/A — — —
65791
soyrochus
Enables MCP-compatible clients to leverage OpenAI's multimodal capabilities (vi…
— ○ ⏳ — — — — — —
65792
MADStitch-secretlab
mcp-server Claim
MCP server for Factsheet authentication, providing token exchange and company l…
— ○ ⏳ — — — — — —
65793
NguyenSen
cc-mem-mcp Claim
Lossless, categorized long-term memory for Claude Code (and any MCP client), ba…
— ○ ⏳ — — — — — —
65794
JoaoToledoSE
mcp-server Claim
Provides AI-powered tools for querying customer and order analytics, enabling o…
— ○ ⏳ — N/A N/A — — —
65795
chrischall
MCP server for FlightAware AeroAPI that enables live flight tracking, airport b…
— ○ ⏳ — — — — — —
65796
aetheric-tech
Enables searching and browsing hidden job market roles with H1B PERM sponsorshi…
— ○ ⏳ — — — — — —
65797
Martin-Njeri-Clinica-Elgeadi
may-day Claim
— ○ ⏳ — N/A N/A — 95 —
65798
jgalea
ibkr-mcp Claim
A read-only-by-default MCP server for Interactive Brokers that exposes account,…
— ○ ⏳ — N/A N/A — — —
65799
pavanbhatt19
Enables AI assistants to autonomously investigate and manage Sophos Channel Ser…
— ○ ⏳ — N/A N/A — — —
65800
NeveuGregor
mcp-noctua Claim
Exposes a pentest toolbox (sqlmap, nuclei, ffuf, etc.) via Docker to an LLM orc…
— ○ ⏳ — N/A N/A — — —
Showing 65751–65800 of 69007 servers