MCP Server Quality Scores

Independent quality analysis of 69153 public MCP servers

69153
Discovered
→
33861
Scored
→
2112
Verified
→
16953
Complete

Last updated 1 hour, 28 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
54051
antonhofstader
Connects Claude to a running Autodesk Civil 3D instance via COM automation to p…
— ○ ⏳ — N/A N/A — — —
54052
adamrdrew
Enables Claude to automate macOS applications, manage files, control music, sen…
— ○ ⏳ — N/A N/A — — —
54053
matiasnjacob
github-mcp Claim
Local MCP server for safe GitHub developer workflows. Enables pulling main, cre…
— ○ ⏳ — N/A N/A — 95 —
54054
salviz
Provides 23 tools for Google's Gemini API, enabling chat, multimodal analysis, …
— ○ ⏳ — N/A N/A — — —
54055
mrbit-dev
Enables AI assistants to interact with Google Drive, supporting file operations…
— ○ ⏳ — N/A N/A — — —
54056
yar3333
A lightweight MCP server that bridges AI agents with a local ComfyUI instance t…
— ○ ⏳ — N/A N/A — — —
54057
0xkaz
agent-bridge Claim
A Kanban board enabling AI agents and humans to collaborate on tasks through MC…
— ○ ⏳ — — — — — —
54058
bmorphism
MCP server providing semantic text analysis and compression tools via Hypernym …
— ○ ⏳ — — — — — —
54059
sdebruyn
CLI and MCP server for administering Microsoft Fabric Data Warehouses and SQL A…
— ○ ⏳ — — — — — —
54060
garethbeaumo
Bridge between AI assistants and OriginLab, enabling data import, plotting, ana…
— ○ ⏳ — N/A N/A — — —
54061
pipeworx-io
Enables querying the US Federal Register API for federal register documents and…
— ○ ⏳ — — — — — —
54062
malston
Provides order lookup, customer lookup, and refund issuance tools with categori…
— ○ ⏳ — N/A N/A — — —
54063
tksfjt1024
Thin MCP server wrapping the Gemini CLI for AI assistants, supporting workspace…
— ○ ⏳ — N/A N/A — — —
54064
sabbyanandan
Streams Apple Watch health metrics (HRV, sleep, heart rate, etc.) to Claude via…
— ○ ⏳ — N/A N/A — — —
54065
xhae123
leafeep-mcp Claim
A quiz distribution and grading server for educators. Create exams, generate st…
— ○ ⏳ — — — — — —
54066
jscottym
legal-mcp Claim
Enables US case law search, citation parsing, practice management via Clio, and…
— ○ ⏳ — — — — — —
54067
Kletternaut
ScopeMCP Claim
An MCP server that connects AI assistants to the Owon DS1102 oscilloscope, enab…
— ○ ⏳ — N/A N/A — — —
54068
paimonchan
Fetch web pages with SSRF protection. Returns clean, readable markdown from any…
— ○ ⏳ — N/A N/A — — —
54069
bagasta
A production-ready MCP server with demo tools (calculator, web search, web fetc…
— ○ ⏳ — — — — — —
54070
cupkappu
Enables AI assistants to read, write, and manage Obsidian notes, folders, and p…
— ○ ⏳ — N/A N/A — — —
54071
nsoult-agentic
mcp-voice Claim
Enables Claude to generate, rewrite, de-AI, and transform text into a specific …
— ○ ⏳ — N/A N/A — — —
54072
sjgant80-hub
Provides MCP tools and resources for the foldkit SDK, enabling interaction with…
— ○ ⏳ — — — — — —
54073
uitkhoanna
An MCP server that statically audits Solidity smart contracts for common vulner…
— ○ ⏳ — — — — — —
54074
dbmcco
Enables Claude to manage Apple Reminders on macOS, including creating, reading,…
— ○ ⏳ — N/A N/A — 95 —
54075
PantherWatch
panther-mcp Claim
Enables AI assistants to backtest trading strategies described in plain English…
— ○ ⏳ — N/A N/A — — —
54076
averray-agent
Averray Claim
Paid work for agents: claim verifier-checked jobs, submit, earn USDC. Some need…
— ○ ⏳ — — — — — —
54077
lckx777
Provides 10 validation tools for direct response copywriting, including blind c…
— ○ ⏳ — N/A N/A — — —
54078
26Ritika
An MCP server that compares your resume against a job description using semanti…
— ○ ⏳ — N/A N/A — — —
54079
lightnow-ai
Lets local MCP clients use one LightNow-managed MCP entry instead of storing ev…
— ○ ⏳ — N/A N/A — — —
54080
elcaiseri
A dual-mode MCP server and CLI agent for AI-powered tasks including weather, ne…
— ○ ⏳ — N/A N/A — — —
54081
cognis-digital
hallumark Claim
MCP-native auditor for LLM hallucination and grounding issues in RAG systems. P…
— ○ ⏳ — N/A N/A — 95 —
54082
gitayg
appcrane-mcp Claim
MCP connector for AppCrane that serves a bundled tool catalog for offline intro…
— ○ ⏳ — — — — — —
54083
dsouzaAnush
Remote MCP server for MuleSoft APIs that enables agents to discover operations …
— ○ ⏳ — N/A N/A — — —
54084
stevezhouht
Provides tools to query Chinese lottery results, check prizes, and update data …
— ○ ⏳ — — — — — —
54085
GreenScreen410
InfluxDB-v1-MCP is a powerful Model Context Protocol (MCP) interface specifical…
— ○ ⏳ — — — — — —
54086
onthebrand
Search auto parts in Chile. Decode Chilean plates and VINs. 160K+ parts from ve…
— ○ ⏳ — — — — — —
54087
amichae2
Exposes a broad mathematics toolkit including symbolic algebra, calculus, numer…
— ○ ⏳ — N/A N/A — — —
54088
Openclaw-Metis
Bridges a Discord bot with the agy CLI, enabling inbound messages to be relayed…
— ○ ⏳ — N/A N/A — — —
54089
manusa
powerful Kubernetes MCP server with additional support for OpenShift. Besides p…
— ○ ⏳ — N/A N/A — 95 —
54090
ArsenalPAC
Enable AI assistants to manage broadcast messaging, email campaigns, and contac…
— ○ ⏳ — N/A N/A — 95 —
54091
ekuznetski
Token-efficient browser automation MCP server using Playwright, with getOutline…
— ○ ⏳ — N/A N/A — — —
54092
plaguedoctor39
Enables YouTube integration with Claude Code, including video search, metadata …
— ○ ⏳ — — — — — —
54093
chrischall
compass-mcp Claim
Compass real-estate for Claude — search, property details, photos, price histor…
— ○ ⏳ — N/A N/A — — —
54094
zvec-ai
Enables LLMs to interact with Zvec vector database through tools for collection…
— ○ ⏳ — N/A N/A — 95 —
54095
malci6464
A remote MCP server deployed on Cloudflare Workers that provides Cloudflare obs…
— ○ ⏳ — — — — — —
54096
pmanyeh
Enables AI assistants to read, search, and convert MindManager .mmap files with…
— ○ ⏳ — N/A N/A — — —
54097
WalksWithASwagger
Wedges Claim
A remote MCP server that guides agents through taste extraction exercises to pr…
— ○ ⏳ — — — — — —
54098
neupaneprashant
Integrates Yahoo Finance data with Claude to provide real-time and historical f…
— ○ ⏳ — — — — 81 —
54099
JoeXie
RememberMe Claim
Dual-mode tool providing long-term memory management for Claude Code and MCP cl…
— ○ ⏳ — N/A N/A — — —
54100
praveen-radakirouchenane
Exposes news search and top headlines via GNews API, plus simulated email tools…
— ○ ⏳ — — — — — —
Showing 54051–54100 of 69153 servers