MCP Server Quality Scores

Independent quality analysis of 66518 public MCP servers

66518
Discovered
31840
Scored
2112
Verified
16953
Complete

Last updated 1 hour, 17 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
45851
jiabin-24
Mail MCP Claim
An email assistant MCP server that enables mailbox operations such as listing f…
45852
xalantis-hub
Enables managing support tickets from Claude, Cursor, and other AI tools, inclu…
N/A N/A
45853
lemosjs
Search and discover Lottie animations through MCP tools, deployed on Cloudflare…
N/A N/A
45854
pipeworx-io
Enables searching, exploring, and querying Angers Loire Métropole open data dat…
45855
kiro0x
five-mcp Claim
LLM character consistency engine — generates structured JSON constraints from 4…
N/A N/A
45856
ngsanthosh
Enables authenticated user profile retrieval via the 'whoami' tool, using OAuth…
N/A N/A
45857
Augustin-Gorge
Deploy a remote MCP server on Cloudflare Workers without authentication, enabli…
45858
v0o0v
Enables Claude to search and retrieve Unity game assets (sprites, sounds) via n…
N/A N/A
45859
garylab
A Model Context Protocol server that provides access to the Pexels API for sear…
45860
adeel0x01
Integrates with HubSpot CRM APIs via the Model Context Protocol, enabling manag…
45861
Timwal78
Drop-in middleware for MCP servers that lets AI agents autonomously pay for too…
45862
lantip
A lightweight MCP server for tracking personal expenses, income, and budget sum…
N/A N/A 95
45863
Project-Harrison
searoute_mcp Claim
Provides maritime routing capabilities, enabling computation of oceangoing rout…
45864
chilldude
This server enables Claude Code to send notifications and ask questions via Tel…
45865
RonenTanchum
Mission MCP is a Trust Graduation gate for AI agents, with visible approval cer…
N/A N/A
45866
bandham-manikanta
Enables semantic search over an OpenAPI catalog to find and recommend API endpo…
N/A N/A
45867
fjacquet
MCP server for semantic search in an Obsidian Second Brain vault using self-hos…
N/A N/A
45868
Sanjeev4523
Enables AI agents to search and read Metabase dashboards and cards, explore dat…
N/A N/A
45869
AiAgentKarl
MCP server giving AI agents access to global supply chain and trade data from U…
45870
garystafford
Enables AI agents to search for stock photography based on current location and…
45871
lucasbrito-wdt
An MCP server for advanced web scraping with automatic JavaScript rendering sup…
N/A N/A
45872
mungaibriankariuki-collab
axiom-memory Claim
Persistent memory infrastructure for AI agents, enabling cross-session recall a…
N/A N/A
45873
hjsh200219
Wraps the Meta Marketing API to enable creating, modifying, viewing, and deleti…
N/A N/A
45874
iamaether
A local, read-only MCP server that connects your HackerOne researcher account t…
N/A N/A
45875
citedhealth
MCP server for CITED Health that allows AI assistants to query evidence-based s…
45876
boettiger-lab
A Model Context Protocol server that provides a dynamic map interface with tool…
45877
marcelofiorito
Exposes SAP SuccessFactors HR data as MCP tools for AI agents, enabling natural…
45878
wangsquirrel
An MCP server for generating Chinese divination charts (Six-line and Bazi) base…
45879
firstshout
Estimates Claude API token counts, per-model cost, and prompt-caching break-eve…
N/A N/A
45880
rockcj
Docx_MCP_cj Claim
Enables AI agents to intelligently analyze and fill any Word document tables us…
N/A N/A
45881
pipeworx-io
mcp-dblp Claim
Enables searching DBLP authors and venues, providing author details like affili…
81
45882
Casys-AI
mcp-erpnext Claim
MCP server for ERPNext / Frappe ERP — 120 tools across 14 categories with 7 int…
N/A N/A
45883
AMR-DEV-PS
nipregon-mcp Claim
Look up Polish companies from any AI assistant: registry data (KRS, REGON, CEID…
45884
Rumblingb
Enables AI agents to search, read, and explore Wikipedia articles via tools lik…
45885
sjemmeh
zimage-mcp Claim
A local MCP server for generating web-dev images using the Z-Image Turbo model …
N/A N/A
45886
mahesh-cr-de
A governed MCP server enabling LLM agents to query BigQuery, inspect GCS, trigg…
45887
bassDaddyDevices
able-mcp Claim
An MCP server for parsing and analyzing Ableton Live .als project files offline…
N/A N/A
45888
fenghaochang
LoreRoom Claim
Encrypted, local memory for your Claude Code Telegram bot. Captures both sides …
N/A N/A
45889
winton979
vision-mcp Claim
MCP server that provides an analyze_image tool using OpenAI-compatible vision L…
45890
danishashko
Provides real-time stock market data for Claude Desktop and MCP-compatible clie…
45891
lanternrow
Enables AI assistants to access YouTube organic analytics, including channel st…
45892
devchad-cmd
skilldb-mcp Claim
MCP server for SkillDB that enables AI assistants to search, load, and manage A…
N/A N/A
45893
grandamenium
Enables searching and retrieving lessons, posts, comments, and member profiles …
45894
makeev
alphai-mcp Claim
Real-time, AI-enriched financial news for trading agents: full-text & ticker se…
45895
sankalp51
A simple Model Context Protocol (MCP) server that allows LLMs to create and man…
N/A N/A
45896
MohsenMousaviEyeline
mcp-fal Claim
An MCP server that exposes Fal.ai generative media models as tools for image an…
45897
dinasaur404
Enables personalized book recommendations by managing reading profiles and pref…
45898
thebackpackdevorg
Shared context for multiple Claude Code sessions working on the same project.
N/A N/A
45899
Davidi18
An MCP server that enables AI agents to manage WordPress sites, including Eleme…
N/A N/A
45900
praveen-radakirouchenane
A CLI tool to scaffold and manage new MCP-compatible server projects with uv, i…
N/A N/A
Showing 45851–45900 of 66518 servers
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