MCP Server Quality Scores

Independent quality analysis of 67181 public MCP servers

67181
Discovered
32311
Scored
2112
Verified
16953
Complete

Last updated 3 hours, 3 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
36451
DaniMH03
A universal gateway for the Oracle Hospitality Interface Platform (OHIP) that e…
81
36452
shuolol
Sellfox MCP Claim
Enables AI assistants to query and analyze Amazon seller data from Sellfox, inc…
36453
2799662352
Enables Gemini-powered multimodal analysis (video, audio, image, documents), Go…
N/A N/A
36454
jackccrawford
Geniuz Claim
Geniuz stores everything in a local database locally on Mac, Windows, Linux, Ra…
N/A N/A
36455
Voxos-ai-Inc
Enables AI assistants to coordinate with teammates and agents via Clink, suppor…
36456
2captcha
Provides browser automation and reCAPTCHA v2 solving tools for AI agents, integ…
N/A N/A
36457
JEFF7712
nix-agent Claim
A local MCP server for trusted NixOS automation that enables inspecting files, …
N/A N/A
36458
abhinav7895
Inspect, manage, debug, and run commands on connected Android devices and emula…
N/A N/A
36459
EternityG2
A weather query MCP server based on FastMCP, supporting Chinese city names and …
36460
mdvaleed7
Connects AI assistants to CSI ETABS for structural engineering tasks, enabling …
N/A N/A
36461
yclenove
Enables safe querying and optional writing to MySQL databases via MCP tools, wi…
36462
dsouzaAnush
Remote MCP server for MuleSoft APIs that enables agents to discover operations …
N/A N/A
36463
spica-engine
MCP server that enables AI agents to interact with Spica servers, managing data…
N/A N/A
36464
fastmcp-me
A Model Context Protocol (MCP) server that connects to a PostgreSQL database to…
36465
gabrielfroes
A sample MCP server that provides weather alerts and forecasts using the Nation…
36466
caoshuo594
Provides AI coding assistants with local access to 4500+ MQL5 documentation fil…
N/A N/A
36467
Saenai
Enables safe AI-assisted cleanup of Microsoft To Do tasks with backup, preview,…
N/A N/A
36468 N/A N/A 95
36469
RainbowAC
A Model Context Protocol server that wraps RPA-Python to enable AI models to di…
N/A N/A
36470
Dodo-X
devPartner Claim
A self-evolving MCP server that aggregates tools, supports cross-AI dialogue, a…
N/A N/A
36471
christopher-czaban
An open-source MCP server enabling AI assistants to interact with the Motion AP…
36472
dsingh80
Local stdio MCP server that handles Google OAuth2 locally and proxies authentic…
N/A N/A
36473
Master0fFate
Provides structured error classification and recovery guidance for MCP agents, …
N/A N/A
36474
jacobwjs
Enriches Claude with tools to generate brand-consistent images using OpenAI's g…
N/A N/A
36475
acartine
shemcp Claim
An MCP server that provides sandboxed shell command execution with configurable…
N/A N/A
36476
Douyh123
zhihu-mcp Claim
Enables AI assistants to directly operate Zhihu, including login, publishing ar…
N/A N/A
36477
MVPandey
Enables users to optimize LLM responses using Monte Carlo Tree Search (MCTS) th…
36478
IronAdamant
Chisel Claim
MCP server for test impact analysis and code intelligence. Maps tests to code a…
N/A N/A
36479
duwancontacto
MCP-WEATHER Claim
Provides weather information for any city using the Open-Meteo API, deployed vi…
36480
Xquik-dev
tweetclaw Claim
OpenClaw plugin to search tweets, search replies, post tweets, export followers…
N/A N/A
36481
rodkinal
Enables MCP-compatible applications to execute CrowdStrike NGSIEM security even…
N/A N/A
36482
elvmalrds
Enables interaction with VTiger CRM through tools for module listing, CRUD oper…
36483
gtfierro
rdf-mcp Claim
MCP servers for querying Brick and 223P ontologies, enabling abbreviation expan…
36484
DarkMatterProductions
A Python MCP server that gives LLMs persistent, searchable access to project co…
N/A N/A
36485
iola1999
Exposes the Codex Chrome extension flow to other Agent tools through MCP, enabl…
N/A N/A
36486
luckeyfaraday
agentloop Claim
MCP server that enables AI agents to run a deterministic orchestration loop wit…
36487
Vaishnavi-jagan
A standalone MCP server that exposes API endpoints as tools for AI assistants, …
N/A N/A
36488
lijinly
Provides AI assistants with access to Tushare financial data API for querying C…
36489
ramaprv
A collection of production-ready MCP tools for common tasks such as web search,…
N/A N/A
36490
IBM
Bridges AI agents with tools on IBM watsonx governed agentic catalog, enabling …
N/A N/A
36491
Chaos-Intelligence-Inc
MCP server for Chaos Intelligence to access Capture thoughts and Resonate posts…
N/A N/A
36492
lemaiwo
Exposes SAP AI Core APIs as MCP tools, enabling AI assistants to manage AI Core…
36493
souravch
Enables AI-controlled management of Apache Beam data pipelines across different…
36494
vincentvella
devloop Claim
Drives a browser - or a native Expo/React Native app - and your dev server, put…
N/A N/A
36495
Now-Italy-Demo
Enables MCP clients to remotely execute server-side JavaScript in ServiceNow vi…
36496
cnick26
timemap-mcp Claim
Enables AI agents to perform Chinese metaphysics calculations including BaZi ch…
N/A N/A
36497
bivex
A collection of MCP servers providing structured tools for ARM specification, v…
N/A N/A
36498
hoodsy
solar-mcp Claim
Open-source MCP servers exposing US solar data (production, resource, economics…
36499
felix-thinkingdata
flomo-mcp Claim
A simple notes MCP server with resource access, note creation tool, and summary…
N/A N/A
36500
andypnguyen11-gif
Enables an AI agent to fetch member profiles and generate deterministic, partne…
Showing 36451–36500 of 67181 servers
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