MCP Server Quality Scores

Independent quality analysis of 66455 public MCP servers

66455
Discovered
31805
Scored
2112
Verified
16953
Complete

Last updated 3 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
61901
sjgant80-hub
Exposes foldkit's 7-prime spine, κ-bands, and fold operations as MCP tools and …
N/A N/A
61902
ceeyang-ai
Enables AI agents to create data visualizations like bar charts, line charts, p…
61903
scream687
A context preservation engine for AI agents that bundles project state into a m…
61904
BlZvi
Enables AI assistants to fully interact with Asana, including creating and mana…
61905
sassyrog
Enables LLMs to query and manage MSSQL databases using natural language, suppor…
N/A N/A
61906
Randhir123
Enables read-only Kubernetes incident investigation through MCP tools for listi…
N/A N/A
61907
henkas
Enables Poke to place real outbound phone calls using ElevenLabs Conversational…
61908
ronkenx9
Provenance Claim
Enables querying deterministic risk ratings and explanations for tokenized asse…
61909
Timwal78
Drop-in middleware for MCP servers that lets AI agents autonomously pay for too…
61910
andychoi
Provides AI agents with full access to Strapi 5.x CMS for managing content type…
81
61911
v0o0v
Enables Claude to search and retrieve Unity game assets (sprites, sounds) via n…
N/A N/A
61912
garylab
A Model Context Protocol server that provides access to the Pexels API for sear…
61913
adeel0x01
Integrates with HubSpot CRM APIs via the Model Context Protocol, enabling manag…
61914
lantip
A lightweight MCP server for tracking personal expenses, income, and budget sum…
N/A N/A 95
61915
Project-Harrison
searoute_mcp Claim
Provides maritime routing capabilities, enabling computation of oceangoing rout…
61916
RonenTanchum
Mission MCP is a Trust Graduation gate for AI agents, with visible approval cer…
N/A N/A
61917
bandham-manikanta
Enables semantic search over an OpenAPI catalog to find and recommend API endpo…
N/A N/A
61918
fjacquet
MCP server for semantic search in an Obsidian Second Brain vault using self-hos…
N/A N/A
61919
chilldude
This server enables Claude Code to send notifications and ask questions via Tel…
61920
Sanjeev4523
Enables AI agents to search and read Metabase dashboards and cards, explore dat…
N/A N/A
61921
mungaibriankariuki-collab
axiom-memory Claim
Persistent memory infrastructure for AI agents, enabling cross-session recall a…
N/A N/A
61922
AiAgentKarl
MCP server giving AI agents access to global supply chain and trade data from U…
61923
iamaether
A local, read-only MCP server that connects your HackerOne researcher account t…
N/A N/A
61924
boettiger-lab
A Model Context Protocol server that provides a dynamic map interface with tool…
61925
cyanheads
MCP server for Project Gutenberg — 75,000+ public-domain ebooks with full plain…
83
61926
hjsh200219
Wraps the Meta Marketing API to enable creating, modifying, viewing, and deleti…
N/A N/A
61927
wangsquirrel
An MCP server for generating Chinese divination charts (Six-line and Bazi) base…
61928
marcelofiorito
Exposes SAP SuccessFactors HR data as MCP tools for AI agents, enabling natural…
61929
firstshout
Estimates Claude API token counts, per-model cost, and prompt-caching break-eve…
N/A N/A
61930
lucasbrito-wdt
An MCP server for advanced web scraping with automatic JavaScript rendering sup…
N/A N/A
61931
garystafford
Enables AI agents to search for stock photography based on current location and…
61932
citedhealth
MCP server for CITED Health that allows AI assistants to query evidence-based s…
61933
sjemmeh
zimage-mcp Claim
A local MCP server for generating web-dev images using the Z-Image Turbo model …
N/A N/A
61934
Casys-AI
mcp-erpnext Claim
MCP server for ERPNext / Frappe ERP — 120 tools across 14 categories with 7 int…
N/A N/A
61935
AMR-DEV-PS
nipregon-mcp Claim
Look up Polish companies from any AI assistant: registry data (KRS, REGON, CEID…
61936
Rumblingb
Enables AI agents to search, read, and explore Wikipedia articles via tools lik…
61937
mahesh-cr-de
A governed MCP server enabling LLM agents to query BigQuery, inspect GCS, trigg…
61938
rockcj
Docx_MCP_cj Claim
Enables AI agents to intelligently analyze and fill any Word document tables us…
N/A N/A
61939
pipeworx-io
mcp-dblp Claim
Enables searching DBLP authors and venues, providing author details like affili…
81
61940
fenghaochang
LoreRoom Claim
Encrypted, local memory for your Claude Code Telegram bot. Captures both sides …
N/A N/A
61941
winton979
vision-mcp Claim
MCP server that provides an analyze_image tool using OpenAI-compatible vision L…
61942
grandamenium
Enables searching and retrieving lessons, posts, comments, and member profiles …
61943
bassDaddyDevices
able-mcp Claim
An MCP server for parsing and analyzing Ableton Live .als project files offline…
N/A N/A
61944
danishashko
Provides real-time stock market data for Claude Desktop and MCP-compatible clie…
61945
lanternrow
Enables AI assistants to access YouTube organic analytics, including channel st…
61946
devchad-cmd
skilldb-mcp Claim
MCP server for SkillDB that enables AI assistants to search, load, and manage A…
N/A N/A
61947
makeev
alphai-mcp Claim
Real-time, AI-enriched financial news for trading agents: full-text & ticker se…
61948
sankalp51
A simple Model Context Protocol (MCP) server that allows LLMs to create and man…
N/A N/A
61949
MohsenMousaviEyeline
mcp-fal Claim
An MCP server that exposes Fal.ai generative media models as tools for image an…
61950
thebackpackdevorg
Shared context for multiple Claude Code sessions working on the same project.
N/A N/A
Showing 61901–61950 of 66455 servers