MCP Server Quality Scores

Independent quality analysis of 66534 public MCP servers

66534
Discovered
31840
Scored
2112
Verified
16953
Complete

Last updated 3 hours, 44 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
43051
Nishant-IIT
small-mcp Claim
A minimal FastMCP server in Python demonstrating all four MCP primitives with t…
N/A N/A
43052
nanwer
Enables Claude to plan trips by performing live searches against Google Flights…
N/A N/A
43053
lazymac2x
Cloudflare Workers MCP server: ai-provider-status
43054
Amico1285
kaiten-mcp Claim
MCP server for Kaiten project management, providing 63 tools for managing cards…
43055
Scout-AI-Labs
Provides coding agents with live web capabilities including web search, scrapin…
43056
Fixitindia
Fixidu Claim
Browse Fixidu live home-services catalog in India - categories, real prices, im…
43057
IngTian
witness Claim
Second brain for Claude Code & OpenCode: distills how your patterns and knowled…
N/A N/A
43058
kyw1419
copilot Claim
N/A N/A 95
43059
shubhampwc2911
Enables interaction with Salesforce through REST, Bulk API, and SOQL for compre…
N/A N/A 95
43060
NimbleBrainInc
Provides comprehensive access to OpenAI's API capabilities including chat compl…
81
43061
bigguybobby
Enables Claude Desktop and MCP clients to interact with NEAR blockchain account…
N/A N/A
43062
aaunario-keeper
Enables hierarchical task planning and execution through recursive code and ana…
N/A N/A 95
43063
dinof777
Read and write Mission Control state via MCP — projects, tasks, subtasks, templ…
43064
pipeworx-io
Enables searching and querying Montana State GIS open geospatial datasets (parc…
43065
xlisp
Enables AI agents to persist and retrieve structured thinking graphs using SQLi…
N/A N/A
43066
reichenbach
iwork-mcp Claim
An MCP server that provides 113 tools for automating Apple iWork apps (Numbers,…
N/A N/A
43067
fideguch
my_pm_tools Claim
Enables natural language management of GitHub Projects V2, including issue crea…
43068
sargonpiraev
Enables AI assistants to access and manage HeadHunter job platform data, includ…
43069
JOSETRA44
Connects MCP-compatible AI agents to Peru's official statistics platform (INEI …
43070
matuspavliscak
Agentovka Claim
MCP server for accessing Czech datové schránky (ISDS) with legal semantics. Ena…
N/A N/A
43071
jojo-labs
Web Task Claim 1
Browser tasks, sessions, and recipes for MCP and HTTP automation.
N/A N/A 83
43072
Yumin-Kim
Enables Claude AI to perform forex trading operations and market data analysis …
N/A N/A
43073
clado-ai
Clado Claim
Find and qualify prospects from LinkedIn using powerful search and filters. Enr…
N/A N/A 95
43074
schwarztim
Enables AI agents to file taxes through FreeTaxUSA by automating a browser, all…
N/A N/A
43075
ThomasMortell
claude-sync Claim
Cross-machine context sharing MCP server for Claude Code, enabling shared memor…
N/A N/A
43076
Christian-Carminati
Wraps Maven and Spring Boot operations for Claude Code, providing structured JS…
N/A N/A
43077
petrijr
openscad-mcp Claim
Exposes OpenSCAD CLI as MCP tools for validating, rendering, and exporting para…
N/A N/A
43078
filinils
Hunchful Claim
A person's falsifiable, consent-based model of how they work best with AI (CMP)…
43079
bch1212
modelwatch Claim
Continuous behavioral drift monitoring for LLM apps — catches silent provider m…
N/A N/A 83
43080
schuay
clangd-mcp Claim
Bridges AI assistants to clangd for C/C++ code intelligence, providing tools fo…
N/A N/A
43081
sudheerdvn
vyuha Claim
Vyuha is an MCP server that enables coding agents to collaborate on a repositor…
N/A N/A
43082
Browncabinet
Table Charts Claim
TableCharts MCP Server gives any LLM assistant the ability to instantly convert…
43083
praveen-palanisamy
autodemo Claim
MCP server that turns any running web app into demo videos, interactive walkthr…
N/A N/A
43084
redhat-community-ai-tools
ocm-mcp Claim
Enables management of Red Hat OpenShift clusters through the OpenShift Cluster …
43085
danduh
Enables file operations, npm package management, and configuration checking thr…
N/A N/A
43086
faithabiodun
MCP server for managing verifiable LangGraph agent state on Walrus, enabling ex…
43087
xue20010808
Enables exploration and search of local filesystems using glob pattern matching…
N/A N/A 95
43088
iamfaham
Provide seamless access to investor data through a dedicated MCP server. Enable…
N/A N/A 95
43089
aliboIly
Tripwire Claim
MCP for Roblox Studio and Open Cloud: drive Studio, run headless tests, and rev…
N/A N/A
43090
xuange520
Ruishu MCP Claim
An MCP server that bridges LLMs with dynamic real-world data by leveraging Chro…
43091
alumnx-ai-labs
Provides agricultural intelligence tools for pest/disease lookup, government sc…
43092
samueloladji
Vaultak Claim
Runtime security for AI agents. Score your agent's risk level across 5 dimensio…
81
43093
hshintelligence
Made-to-order data for AI agents via x402 micropayments on Base. Describe a nee…
43094
pipeworx-io
MCP server providing access to Montgomery County, MD open data through the Socr…
43095
os-bridge
Provides AI agents with tools to navigate, search, and manage a hierarchical kn…
81
43096
ThinkneoAI
mcp-server Claim
ThinkNEO Control Plane — Enterprise AI governance MCP server with runtime guard…
81
43097
AliAkhtari78
Public Spotify metadata, lyrics and podcasts for LLM agents. No API key, read-o…
N/A N/A
43098
mcp-tools-lab
Generates educational content like quizzes, lesson plans, flashcards, and gradi…
43099
vivek081166
Japan-specific utilities for AI agents: era ↔ Western year conversion (令和8年 ↔ 2…
N/A N/A
43100
avclabs
media-mcp Claim
MCP Server for video enhancement and image segmentation (SAM3)
N/A N/A
Showing 43051–43100 of 66534 servers
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