MCP Server Quality Scores

Independent quality analysis of 67181 public MCP servers

67181
Discovered
32318
Scored
2112
Verified
16953
Complete

Last updated 23 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
32751
hguareromanoo
pipedrive-pj Claim
Read-only MCP server that exposes the Poli Júnior Pipedrive CRM to Claude as co…
N/A N/A
32752
henrikogaard
Enables agentic administration of Infomaniak accounts via Claude, offering 169 …
32753
Mihai-Codes
An MCP server that gives AI agents programmatic control over a live tldraw canv…
N/A N/A
32754
duy0699cat
Automates WorldQuant BRAIN alpha research workflows, including simulation, refe…
N/A N/A
32755
ssatama
rescuedogs Claim
N/A N/A 95
32756
Schneckenhausmann
MCP server that provides read access to Plausible Analytics data with natural-l…
32757
awand795
Enables Claude to interact with a MySQL database by automatically discovering i…
N/A N/A
32758
yoojoohans-jpg
demo Claim
N/A N/A 95
32759
hezeclark
devkits Claim
12 local developer tools: JSON, Base64, JWT, regex, hash, UUID, Markdown, diff,…
N/A N/A 95
32760
shin-bot-litellm
litellm-mcp Claim
Give AI agents access to 100+ LLMs. Call any model, compare outputs.
N/A N/A 75
32761
ykethan
Enables searching AWS Amplify documentation using natural language queries with…
N/A N/A
32762
InjectiveLabs
Enables AI agents to trade perpetual futures, manage wallets, transfer tokens, …
N/A N/A
32763
markswendsen-code
mcp-ups Claim
MCP server for UPS package tracking and shipping services using browser automat…
N/A N/A
32764
sadopc
Provides Zig language intelligence for Claude Code by wrapping ZLS (Zig Languag…
N/A N/A
32765
PierrunoYT
Provides access to the fal-ai/recraft/v3 image generation model for creating hi…
81
32766
cognis-digital
Toolguard Claim
Runtime allowlist and policy for agent tool-calls, enabling security scanning (…
N/A N/A
32767
developkiko
MCP server for terminal operations and file editing, enabling AI assistants to …
N/A N/A
32768
32769
UllyMachado
Enables AI assistants to manage shopping lists and items (create, edit, delete,…
N/A N/A
32770
bolin8017
Enables tracking retail product prices, checking price history, and managing tr…
N/A N/A
32771
AceDataCloud
mcp-fish Claim
MCP server exposing the AceDataCloud Fish Audio API (text-to-speech with voice …
32772
broisnischal
vite-mcp Claim
A Vite plugin that provides MCP server capabilities, enabling MCP clients to in…
32773
joe-watkins
Scaffolds new MCP server projects with intelligent file analysis that auto-dete…
N/A N/A 95
32774
ZephyrDeng
A Model Context Protocol server that enables AI assistants to interact with Git…
81
32775
qarnet
serial-mcp Claim
MCP server for serial ports — non-blocking reads, DTR/RTS, streaming subscripti…
N/A N/A
32776
kyusik-yang
MCP server for the Korean National Assembly Open API, enabling querying of bill…
32777
liftkkkk
Enables AI assistants to query, modify, and reason over OWL/TTL/RDF ontology fi…
N/A N/A
32778
fr0ster
MCP proxy server for SAP ABAP ADT that adds JWT authentication and forwards req…
N/A N/A
32779 N/A N/A 95
32780
xunwenruo
Enables query and management of Zentao bugs, tasks, projects, and iterations di…
32781
salviz
Real browser automation for Termux/Android. Runs Firefox or Chromium on Xvfb on…
N/A N/A
32782
john-walkoe
Validates legal citations against the CourtListener database to detect hallucin…
32783
@praveenislive
weather_mcp Claim
N/A N/A 95
32784
salafidurus
A single MCP server that orchestrates Expo CLI, Metro, and adb for local Expo p…
N/A N/A
32785
NEWSLabNTU
Universal bridge between AI agents and Autoware autonomous driving stack, enabl…
N/A N/A
32786
cedarsaam
Agent Search Claim
A self-hosted, MCP-native web-search backend for AI agents that provides meta-s…
32787
yangtaihong59
Enables AI agents to safely read, search, edit, and organize SiYuan notes, with…
N/A N/A
32788
SheldonZhuang
中国12城官方房产成交数据与进攻/防守买卖信号 MCP。3天全城市免费试用,深圳信号永久免费。Housing data & signals for 12 Ch…
32789
orchestratemcp
Enables Cursor and Claude Desktop to design production-ready AI workflows by ex…
N/A N/A
32790
rotem1230
fixme-agent Claim
Real-time AI code quality — 30 validators, 17 languages, 813+ checks
N/A N/A 83
32791
Rishav0123
Sentimatix Claim
Real-time NSE/BSE stock sentiment, news NLP, technical analysis & RAG search vi…
32792
Benrishty
A Model Context Protocol (MCP) server for SQL Server / Azure SQL that enables q…
32793
sahilt20
Enables AI assistants to interact with Azure DevOps for managing work items, re…
32794
salfatigroup
Intelligent code search MCP server with AST analysis, call graphs, dependency t…
N/A N/A
32795
troylar
devsync-mcp Claim
MCP server for AI-merge of team dev configurations, allowing the IDE's LLM to i…
N/A N/A
32796 N/A N/A 95
32797
amalinakurniasari
Conduit Claim
Enables AI agents to interact with Figma in real-time through a WebSocket conne…
N/A N/A 95
32798
Mormolykos
An MCP server that evaluates whether retrieval methods and AI outputs are groun…
N/A N/A
32799
lingeerr
symath Claim
High-precision mathematics server for MCP clients, providing exact integer arit…
N/A N/A
32800
sandipsingha
Enables Snowflake data operations through a Python FastAPI server with Prefect …
Showing 32751–32800 of 67181 servers
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