MCP Server Quality Scores

Independent quality analysis of 61340 public MCP servers

61340
Discovered
30033
Scored
2112
Verified
16953
Complete

Last updated 4 hours, 16 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
30751
kbennett2000
concord-mcp Claim
Enables MCP clients to look up Bible verses, perform semantic search, and acces…
N/A N/A
30752
goncaloreis
Enables Claude to interact with your Telegram account, including reading messag…
N/A N/A
30753
jefripunza
Remote execution layer for agentic systems exposing 64 production tools via MCP…
30754
adrianR84
Provides hourly and daily weather forecasts using the free Open-Meteo API witho…
N/A N/A
30755
lka
recipe-tools Claim
Enables extraction of recipes from PDFs or JPG files and conversion into struct…
N/A N/A
30756
thefredlab
icloud-mcp Claim
Enables calendar management with iCloud through CalDAV, allowing users to list,…
30757
solacese
Read-only MCP server for Solace PubSub+ brokers and Event Portal. Enables Claud…
30758
MolCrafts
molmcp Claim
A graph-based codebase capability discovery engine for LLM agents, exposing ind…
N/A N/A
30759
semichcsc-byte
Provides Waze routing and travel-time tools to MCP clients, enabling travel tim…
30760
YUHAI0
Provides AI assistants with real-time and historical Chinese stock, ETF, index,…
30761
VMargan
Provides read-only access to Azure DevOps using your browser session, no PAT re…
N/A N/A
30762
YegorKozlov
A remote MCP server deployed on Cloudflare Workers without authentication, enab…
N/A N/A
30763
silviorodrigues
Enables AI assistants to query and segment event data from Amplitude Analytics …
30764
vighriday
Veris Claim
Behavioral verification intelligence for autonomous coding agents. Builds a beh…
N/A N/A
30765
That-sME
Enables teams to automate certificate issuance and query engagement data from t…
30766
ringo380
A comprehensive MCP server for Google Sheets integration with Claude, enabling …
30767
featurepulse
A Model Context Protocol server for FeaturePulse feedback management, enabling …
N/A N/A
30768
kkjzio
Generates quizzes from Markdown content and outputs interactive HTML and Word d…
N/A N/A
30769
yashodhank
Enables AI agents to administrate WHMCS installations through the External API,…
30770
yura2100
A simple notes MCP server that enables creating, listing, and summarizing text …
N/A N/A
30771
angelsmolyaninova-design
Enables querying Google Search Console data via natural language, providing too…
30772
Irene-123
Enables AI assistants to diagnose, troubleshoot, and manage PC settings on Wind…
N/A N/A
30773
Haustorium12
24klabs-mcp Claim
AI code analysis tools that plug into Claude Code, Cursor, VS Code, and any MCP…
30774
jshsakura
An MCP server for ServiceNow that supports multi-factor authentication via real…
30775
Null-Phnix
Claud-Ear Claim
An MCP server that gives AI agents the ability to listen to and understand musi…
N/A N/A
30776
Diya28-mehra
Python-based MCP server that provides real-time and historical cryptocurrency d…
30777
its-qusai-nasr
Enables an AI assistant to administer a Jira Cloud site with 78 purpose-built t…
30778
jeele-bot
让AI agent雇佣人类完成物理世界的任务,如参加会议、跑腿等。
30779
reichaves
Connects the OpenFEC API to AI assistants for investigating US federal campaign…
30780
Developer-Akademie-YouTube
Banana Claim
A simple MCP server that provides tools for adding numbers, creating text files…
N/A N/A
30781
pilat
mcp-notify Claim
A minimal MCP server for sending Slack messages, supporting both bot and user t…
30782
Seeed-Studio
An MCP server that enables AI assistants to analyze schematics, inspect PCBs, t…
N/A N/A
30783
RevivrStudios
SpatialLens Claim
Parses USD/USDZ/USDA files into structured JSON for AI agents, enabling scene g…
N/A N/A
30784
andyast
MCP server for sharing source-backed engineering memory across AI coding client…
N/A N/A
30785
aviralkaushik412
A Model Context Protocol (MCP) server that connects Claude AI directly to the G…
N/A N/A
30786
chntif
An MCP server for issue-driven GitLab development, automating requirement analy…
30787
matsjfunke
MCP server for debugging MCP host/client custom header implementation, with a t…
30788
ghul0
club-mcp Claim
Read-only MCP server for the Hyper Human Club / Fluent Community REST API. Enab…
30789
cesmii
Bridges Claude (or any MCP client) to manufacturing data via the i3X standard, …
30790
saeid-rez
bazel-mcp Claim
A local MCP server that exposes Bazel build system capabilities to AI assistant…
N/A N/A
30791
vikkysarswat
A production-ready MCP server for algorithmic trading with Dhan broker API, pro…
N/A N/A
30792
components-kit
Local-first MCP runtime for fast, reversible, template-aware Excel automation, …
N/A N/A
30793
romanpert
mcp-aemps Claim
Enables AI agents to query the official Spanish AEMPS/CIMA registry for real-ti…
30794
MustafaKemal0146
An MCP server that analyzes GitHub repositories and automatically generates REA…
N/A N/A
30795
DanMeon
Connects LLM agents to Apache Atlas for searching, tracing lineage, and managin…
30796
brian-bfz
Enables querying and retrieving content from webpages by parsing sitemap.xml fi…
81
30797
JagminasJ
AutotaskMCP Claim
Enables interaction with Autotask REST API for ticket management and querying t…
N/A N/A
30798
Masoud-Masoori
Switchboard Claim
Switchboard is a local-first, governed MCP endpoint that aggregates multiple MC…
N/A N/A
30799
juergenkoller-software
distill-mcp Claim
MCP bridge for [Distill](https://store.juergenkoller.software/en/apps/distill) …
N/A N/A
30800
ammons-datalabs
MCP server providing persistent memory for LLMs via semantic search over captur…
N/A N/A
Showing 30751–30800 of 61340 servers
« Prev 1 614 615 616 617 618 1227 Next »