MCP Server Quality Scores

Independent quality analysis of 69261 public MCP servers

69261
Discovered
→
33946
Scored
→
2112
Verified
→
16953
Complete

Last updated 2 hours, 34 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
◐ Assessed Scores
24801
felixscherz
MCP-RAG Server ⚡ Claim 1
Connects a RAG application to open-webui using Model Context Protocol (MCP), en…
D 46 4⁄3 ◐ ⏳ 42 22 N/A 17 95 —
24802
geka-evk
A TypeScript-based server project with comprehensive development tooling includ…
D 46 4⁄3 ◐ ⏳ 42 7 N/A 42 95 —
24803
Noyonchandrasaha
A Model Context Protocol server that provides real-time access to MongoDB produ…
D 46 4⁄4 ◐ ⏳ 33 50 — 16 81 —
24804
asklokesh
Harness ⚡ Claim 1
MCP server for Harness API integration
D 46 4⁄3 ◐ ⏳ 49 10 N/A 32 87 —
24805
thpeng
timetable for llms
D 46 4⁄3 ◐ ⏳ 38 15 N/A 39 92 —
24806
Jeff-Bouchard
Provides complete HTTP/JSON access to all 100+ Emercoin RPC endpoints with inte…
D 46 4⁄4 ◐ ⏳ 48 12 — 41 81 —
24807
mikemc
An MCP server that enables interaction with Twist workspaces using the Twist RE…
D 46 4⁄4 ◐ ⏳ 33 33 — 38 81 —
24808
danielpdev
Provides access to JSONPlaceholder's free fake REST API for testing and prototy…
D 46 4⁄4 ◐ ⏳ 48 26 — 21 81 —
24809
asklokesh
Hootsuite ⚡ Claim 1
MCP server for Hootsuite API integration
D 46 4⁄3 ◐ ⏳ 49 10 N/A 32 87 —
24810
xiaobenyang-com
Find relevant images from Wikimedia Commons with direct download links. Quickly…
D 46 3⁄3 ◐ ⏳ 24 N/A N/A 18 95 —
24811 D 46 3⁄3 ◐ ⏳ 24 N/A N/A 16 95 —
24812 D 46 3⁄3 ◐ ⏳ 26 N/A N/A 13 95 —
24813
max-nienu
Enables AI assistants like Claude to interact with Databricks workspaces throug…
D 46 4⁄4 ◐ ⏳ 48 15 — 35 84 —
24814
xiaobenyang-com
chess Claim
Visualize chess positions instantly from FEN. Copy readable text-based boards i…
D 46 3⁄3 ◐ ⏳ 24 N/A N/A 18 95 —
24815
elliottatran
Enables AI assistants to interact with Databricks workspaces by hosting secure …
D 46 4⁄4 ◐ ⏳ 48 11 — 41 84 —
24816
asklokesh
Quickbooks ⚡ Claim 1
MCP server for QuickBooks API integration
D 46 4⁄3 ◐ ⏳ 49 10 N/A 32 87 —
24817
asklokesh
Rancher ⚡ Claim 1
MCP server for Rancher API integration
D 46 4⁄3 ◐ ⏳ 49 10 N/A 32 87 —
24818
scottsimmer
A Node.js server that provides a comprehensive API interface for Adobe Experien…
D 46 4⁄4 ◐ ⏳ 48 17 — 30 83 —
24819
Jess321995
A Kubernetes command processing service that converts natural language requests…
D 46 4⁄4 ◐ ⏳ 56 11 — 23 84 —
24820
RobertoRuben
A Model Context Protocol (MCP) server that enables Large Language Models to int…
D 46 4⁄4 ◐ ⏳ 60 15 — 16 81 —
24821
amplifyco
Bot Browser Claim
Token-efficient web browser for LLM agents
D 46 5⁄5 ◐ ⏳ 56 37 0 57 82 —
24822
elliotjames-paschal
Live prediction market data from Polymarket and Kalshi with VWAP pricing and re…
D 46 4⁄3 ◐ ⏳ 40 38 N/A 18 81 —
24823
FernandoVazquez20
Enables AI assistants like Claude to interact with Databricks workspaces throug…
D 46 4⁄4 ◐ ⏳ 48 15 — 35 84 —
24824
tyron-pretorius
An MCP server that exposes Adobe Marketo REST API operations as tools for AI as…
D 46 4⁄4 ◐ ⏳ 45 33 — 25 76 —
24825
einreke
This Model Context Protocol server provides access to the Sleeper Fantasy Footb…
D 45 4⁄4 ◐ ⏳ 48 28 — 16 81 —
24826
ThinAirTelematics
A Model Control Protocol server that enables AI assistants to control a browser…
D 45 4⁄3 ◐ ⏳ 42 15 N/A 21 95 —
24827
hbd
anki-mcp ⚡ Claim 1
An MCP server that enables Claude Code to create, manage, and search Anki flash…
D 45 4⁄3 ◐ ⏳ 33 28 N/A 24 92 —
24828
brandontomlin2
Enables searching and accessing ArXiv research papers with advanced query capab…
D 45 4⁄4 ◐ ⏳ 42 31 — 19 81 —
24829
dbalencar
A Model Context Protocol server that interfaces with OpenWeatherMap API to prov…
D 45 4⁄3 ◐ ⏳ 33 33 N/A 16 95 —
24830
tulong66
Enables LLMs to perform sophisticated web searches through proxy servers using …
D 45 4⁄4 ◐ ⏳ 48 27 — 13 82 —
24831
kvssankar
So I tried out this cool tool I saw in a LinkedIn post https://openapitools.com…
D 45 4⁄4 ◐ ⏳ 46 33 — 12 81 —
24832
larsenweigle
A Model Context Protocol (MCP) server that provides access to the Beatport Deve…
D 45 4⁄3 ◐ ⏳ 46 12 N/A 22 95 —
24833
Talhelf
Provides real-time statistics and market insights for the adult entertainment i…
D 45 4⁄4 ◐ ⏳ 48 22 — 24 81 —
24834
joshlijo
Provides a suite of tools for searching movies, checking showtimes, and managin…
D 45 4⁄4 ◐ ⏳ 48 22 — 25 81 —
24835
RajuSudhar
Enables AI assistants to interact with Bitbucket Cloud and self-hosted instance…
D 45 4⁄4 ◐ ⏳ 48 7 — 44 81 —
24836
mjbeatty89
mcp Claim
D 45 3⁄3 ◐ ⏳ 22 N/A N/A 15 95 —
24837
q275212
Enables AI assistants to control a browser through a set of tools, allowing the…
D 45 4⁄3 ◐ ⏳ 42 17 N/A 21 95 —
24838
OrphicOne-Platform
vigo-mcp Claim
AI-powered Hong Kong SFC regulatory intelligence. Bilingual EN/ZH compliance qu…
D 45 5⁄5 ◐ ⏳ 60 35 0 43 81 —
24839
Gomezzz299
A server that routes user questions to specialized agents (date, location, weat…
D 45 4⁄4 ◐ ⏳ 42 32 — 19 81 —
24840 D 45 3⁄3 ◐ ⏳ 24 N/A N/A 13 95 —
24841
tanghui886
MCP Weather Claim
Enables querying 7-day weather forecasts for Chinese cities and regions by scra…
D 45 4⁄4 ◐ ⏳ 42 17 — 37 81 —
24842
mink0119
Enables interaction with F5 devices through the iControl REST API to manage obj…
D 45 4⁄4 ◐ ⏳ 42 25 — 25 84 —
24843
iamadi11
A sophisticated server that enables users to create, customize, and generate in…
D 45 4⁄4 ◐ ⏳ 48 25 — 21 81 —
24844
huntkil
A Model Context Protocol server that connects Cursor AI IDE with Obsidian notes…
D 45 4⁄4 ◐ ⏳ 35 43 — 21 78 —
24845
pcsouzafv
Azure MCP Server ⚡ Claim
Enables monitoring and management of Azure resources including Virtual Machines…
D 45 4⁄4 ◐ ⏳ 42 28 — 24 81 —
24846
rithik-perera
Enables natural language analysis of Azure usage data from CSV files, providing…
D 45 4⁄4 ◐ ⏳ 48 23 — 21 80 —
24847
adityahannn-hub
Enables AI assistants to control a web browser via Playwright on Cloudflare Wor…
D 45 4⁄4 ◐ ⏳ 42 25 — 27 81 —
24848
db-nethra
Enables AI assistants like Claude to interact with Databricks workspaces throug…
D 45 4⁄4 ◐ ⏳ 48 17 — 30 81 —
24849
sivakumarl
An open standard server implementation that enables AI assistants to directly a…
D 45 4⁄4 ◐ ⏳ 56 12 — 23 81 —
24850
lkannan
A hands-on demonstration project that teaches the Model Context Protocol (MCP) …
D 45 4⁄3 ◐ ⏳ 42 22 N/A 16 95 —
Showing 24801–24850 of 69261 servers
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