MCP Server Quality Scores

Independent quality analysis of 68948 public MCP servers

68948
Discovered
→
33703
Scored
→
2112
Verified
→
16953
Complete

Last updated 34 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
67751
DrBaher
supstack Claim
Evidence-based supplement research, dosing, safety, and interactions as agent-c…
— ○ ⏳ — N/A N/A — — —
67752
josemvelez
Essential European data validation and formatting tools for AI agents. Validate…
— ○ ⏳ — — — — 81 —
67753
nitesh-kumar-pandey
Enables AI assistants to perform GitHub operations such as creating repositorie…
— ○ ⏳ — — — — — —
67754
benethos-hub
MCP server that exposes Yahoo Finance data through tools for searching instrume…
— ○ ⏳ — — — — — —
67755
brukhabtu
Rope MCP Claim 1
A Model Context Protocol server that exposes Python Rope refactoring capabiliti…
— ○ ⏳ — N/A N/A — 95 —
67756
clauxel
A paid remote MCP for code graph MCP for AI coding, built to return verdicts, r…
— ○ ⏳ — — — — — —
67757
BigKAA
qmcp Claim
Semantic search server for code and documentation using Qdrant vector database.…
— ○ ⏳ — N/A N/A — — —
67758
ppworks
ppdiary Claim
Enables AI-assisted diary management through natural language, allowing you to …
— ○ ⏳ — N/A N/A — — —
67759
labeveryday
An MCP server for image generation, editing, and analysis using OpenAI's gpt-im…
— ○ ⏳ — — — — 81 —
67760
SEGARK-oficial
Exposes a curated subset of the CentralOps HTTP API as typed tools for Claude C…
— ○ ⏳ — — — — — —
67761
a2395663320
abc Claim
— ○ ⏳ — N/A N/A — 95 —
67762
codeforanchorage
OpenContext Claim
Enables querying open data platforms like CKAN via natural language. Provides a…
— ○ ⏳ — — — — — —
67763
uvan1999
cxdb-mcp Claim
A Model Context Protocol (MCP) server that gives Claude direct, read-only acces…
— ○ ⏳ — — — — — —
67764 — ○ ⏳ — N/A N/A — 95 —
67765
aiybiz
Atako Claim
Remote MCP server to run your Atako AI agents: chat, projects, files, integrati…
— ○ ⏳ — — — — — —
67766
benedikt-mh4x
AI cover letter generation for agents. 5 composable tools that analyze job post…
— ○ ⏳ — — — — 81 —
67767
fangxh2013
trae-memory Claim
智能记忆系统,为TRAE IDE提供自动对话记录、上下文恢复和任务管理功能。
— ○ ⏳ — N/A N/A — — —
67768
kiki830621
macOS Calendar & Reminders MCP server (24 tools). Native Swift EventKit, iCloud…
— ○ ⏳ — N/A N/A — 95 —
67769
nous-ehr
athenahealth DataView, API, and workflow tools for Claude Code with learning lo…
— ○ ⏳ — N/A N/A — 95 —
67770
erikgoldhar-0e1o
Unphurl Claim
URL intelligence for AI agents. One URL in, structured security and data qualit…
— ○ ⏳ — — — — 81 —
67771
varunjain-byte
Enables efficient interaction with Codebeamer V3 APIs by consolidating 30+ indi…
— ○ ⏳ — — — — 81 —
67772
Easy8com
Easy8 Claim
Connect AI assistants to Easy8 — read and update projects, issues, and comments.
— ○ ⏳ — — — — — —
67773
Heretek-RE
re-patch Claim
MCP server for on-disk patching of binary artifacts with SHA-256 manifest, byte…
— ○ ⏳ — N/A N/A — — —
67774
basttran
Routes commodity NLP tasks like summarization and translation to free-tier LLMs…
— ○ ⏳ — — — — — —
67775
Kaiser9005
A small but real MCP server (FastMCP) with inventory management tools and a des…
— ○ ⏳ — N/A N/A — — —
67776
DenneyTech
Create Feedback Magic widgets — feedback, surveys, changelog, roadmap — from yo…
— ○ ⏳ — N/A N/A — — —
67777
redmorestudio
Provides comprehensive management of Google Apps Script projects via clasp CLI,…
— ○ ⏳ — N/A N/A — — —
67778
TheQmaks
SkillSearch Claim
Indexes every skill across all installed plugins and enables the agent to find …
— ○ ⏳ — N/A N/A — — —
67779
megaacheyounes
Brings HarmonyOS and OpenHarmony English documentation to AI assistants for ins…
— ○ ⏳ — — — — — —
67780
jyarbro
Enables searching eBay for auctions by providing a query and number of results,…
— ○ ⏳ — N/A N/A — — —
67781
wallter
trw-mcp Claim
MCP server providing persistent engineering memory and spec-driven development …
— ○ ⏳ — N/A N/A — — —
67782
aparsoft
Provides text-to-speech generation using the Kokoro-82M model, enabling AI assi…
— ○ ⏳ — N/A N/A — — —
67783
SylphxAI
Sniff format and delegate to Sylphx Reader siblings for unified media read.
— ○ ⏳ — N/A N/A — — —
67784
wangkang1133
Allows AI clients to see and control Windows 10/11 desktops via MCP, with scree…
— ○ ⏳ — — — — — —
67785
CCSTT-dev
callable Claim
API for AI agents to delegate tasks to real humans.
— ○ ⏳ — — — — — —
67786
Rethunk-AI
Provides comprehensive git tooling via MCP, including status, diffs, commits, b…
— ○ ⏳ — N/A N/A — — —
67787
deepanshuverma022
Provides a 'scan_website' tool to analyze target websites for security vulnerab…
— ○ ⏳ — — — — — —
67788
SamErics0012
magic-mcp Claim
— ○ ⏳ — N/A N/A — 95 —
67789
mpisanoCP
Enables deployment of a remote MCP server on Cloudflare Workers without authent…
— ○ ⏳ — — — — — —
67790
djtellado
Multi-jurisdictional legal analysis (ISO 31000) for Spanish, Latin American and…
— ○ ⏳ — — — — — —
67791
LissajousX
Enables Wireshark-like PCAP analysis through tshark, providing tools for filter…
— ○ ⏳ — N/A N/A — 95 —
67792
sssdavid529
Turns any OpenAPI/Swagger API into MCP tools, enabling AI assistants to call RE…
— ○ ⏳ — — — — — —
67793
pgallar
Enables natural language interaction with SimplyBook.me API to manage bookings,…
— ○ ⏳ — N/A N/A — — —
67794
hanicker
proofite Claim
Read your AI-written daily briefing and retune the filter behind it: feeds, new…
— ○ ⏳ — — — — — —
67795
zero3kw
abr-mcp Claim
Enables querying and searching the Japanese Address Base Registry (ABR) data de…
— ○ ⏳ — N/A N/A — — —
67796
AI-enthusiasts
Provides AI agents with a comprehensive web intelligence stack including crawli…
— ○ ⏳ — — — — 81 —
67797
akshaygoyal
An MCP server that connects AI clients to the Google Health API, enabling natur…
— ○ ⏳ — — — — — —
67798
FoggyStorm
Kratos-MCP Claim
A memory system for AI coding tools that stores and retrieves codebase context …
— ○ ⏳ — — — — 81 —
67799
Creed-Space
mettle-mcp Claim
Inverse Turing test — let an AI agent verify its own substrate and earn a crede…
— ○ ⏳ — N/A N/A — — —
67800
EdibleTuber
A secure, sandboxed MCP server that provides Void Editor with safe filesystem a…
— ○ ⏳ — N/A N/A — — —
Showing 67751–67800 of 68948 servers