MCP Server Quality Scores

Independent quality analysis of 64636 public MCP servers

64636
Discovered
30671
Scored
2112
Verified
16953
Complete

Last updated 2 hours, 36 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
36151
co-native-ab
graphdo-ts Claim
Enables AI agents to send emails and manage tasks in Microsoft To Do with scope…
N/A N/A
36152
jorkal-crypto
Solana NFT market data from Magic Eden — floor prices, cheapest listings, colle…
36153
kablewy
An MCP server for financial analysis that provides real-time and historical sto…
36154
pawankumar94
SQLGenius Claim
SQLGenius is an MCP server that enables natural language querying of BigQuery d…
36155
jacob-bd
Enables AI assistants to programmatically interact with Google NotebookLM, allo…
N/A N/A
36156
dheedrichard
Enables image generation, editing, and blending using Gemini 2.5 Flash capabili…
81
36157
sumithr
sumo-qa Claim
An MCP server that brings senior-QA discipline to AI coding assistants, enablin…
N/A N/A
36158
Griboedow
A Model Context Protocol server that provides real astronomical data (planetary…
N/A N/A
36159
AEGISGOVDAO
Query SEC EDGAR for company filings, financial data, and executive disclosures.…
36160
archimedes-market
Run Semgrep static analysis from an AI agent. OWASP top 10, secrets detection, …
N/A N/A
36161
namixai
funding-mcp Claim
Multi-venue perpetual funding-rate data & cross-exchange funding arbitrage acro…
36162
kcbdev
Provides unified access to Moroccan government data, financial markets, geograp…
36163
s.piree
hotelai Claim
N/A N/A 95
36164
brightseth
airc-mcp Claim
Connect Claude Code to other AI agents for messaging, registration, presence, a…
36165
vicampuzano
jamie-mcp Claim
Enables Claude to interact with Jamie AI meeting assistant: list meetings, read…
36166
CalebChristiansen
Memoreei Claim
An open-source MCP server that gives AI assistants a searchable memory of your …
36167
groupdocs-annotation
MCP server for GroupDocs.Annotation — add, list, update, remove document annota…
N/A N/A
36168
bnm12
Connects the 1001 Albums Generator dataset to AI assistants, enabling natural l…
36169
jesamkim
An MCP server for analyzing DWF files using Amazon Bedrock's Nova Pro model, en…
36170
KerbalTheGathering
comfyui-mcp Claim
MCP server exposing a local (or LAN) ComfyUI instance's HTTP API as tools, so a…
N/A N/A
36171
sjgant80-hub
fallnet-mcp Claim
Exposes a sovereign peer-to-peer mesh (WebRTC + BroadcastChannel) to any MCP cl…
36172
MohanTn
AIConductor Claim
Orchestrates multi-stakeholder feature refinement and development execution wor…
N/A N/A
36173
MaximilianoRodrigoSoria
Exposes database and external API tools via the Model Context Protocol, enablin…
36174
mikesmullin
mcp-zen Claim
Lets MCP clients control a live Zen/Firefox browser to navigate, click, fill fo…
N/A N/A
36175
unmarco
MCP Template Claim
A boilerplate for building FastMCP servers, providing a basic setup for testing…
N/A N/A
36176
LemonWasTakenAgain
mcp-hub Claim
Single gateway that aggregates dozens of upstream MCP servers, enabling AI clie…
36177
Curious-Layer
Integrates with Razorpay's payment infrastructure to manage orders, process pay…
81
36178
chrisdecali
golf-reports Claim
Pulls golf data from Arccos, GHIN, and 18Birdies, and generates interactive HTM…
N/A N/A
36179
MCPServings
legal-mcp Claim
A remotely callable MCP server for US legal research that provides tools to sea…
36180
ShubhThorat
Socials MCP Claim
Enables Claude to perform actions on X, LinkedIn, and Reddit through a browser …
N/A N/A
36181
lensesio
AI agent skills for building, operating and troubleshooting Apache Kafka applic…
N/A N/A
36182
panoskiriakopoulos-sys
MCP server for the Rizerve direct booking platform. Enables managing properties…
36183
nishota
Exposes Poi's external APIs (file upload/download, commenting, license key issu…
36184
dsd
Rezi MCP lets you connect your Rezi account to AI tools like Claude, Codex, and…
81
36185
bbauersjt
Provides a direct bridge between Claude and an authenticated Chrome session, en…
N/A N/A
36186
damameet14
An AI-ready MCP server that performs intelligent web searches using SearxNG and…
N/A N/A
36187
developerz-ai
Enables AI agents to autonomously debug UIs by delegating high-level stories to…
N/A N/A
36188
craig1901
Provides comprehensive data analysis utilities including statistical functions,…
N/A N/A
36189
bughide010
hide1 Claim
N/A N/A 95
36190
kyo504
krx-cli Claim
Enables AI agents to query real-time and historical Korean stock market data fr…
36191
Ansvar-Systems
Enables querying Portuguese cybersecurity regulations, guidance, advisories, an…
N/A N/A
36192
SuReaper
A template repository for bootstrapping Model Context Protocol (MCP) servers wi…
81
36193
sh1rokovs
timetta-mcp Claim
MCP server that exposes the Timetta OData API as a universal query gateway, all…
36194
kharshita590
Mnemosyne Claim
Provides persistent memory for LLM applications, enabling AI assistants to reme…
N/A N/A
36195
garniergeorges
Minimal MCP server for inter-session coordination between parallel Claude Code …
36196
MeirKaD
Find current information across major search engines and extract web pages into…
N/A N/A 95
36197
xerno42
Provides live Helldivers 2 galactic war data including war status, major orders…
36198
javierdejesusda
sift-mcp Claim
Read-only MCP server that exposes deterministic NTFS timestomp detection tools …
N/A N/A
36199
pingera
A Model Context Protocol (MCP) server for the Pingera monitoring service, provi…
36200
rifujin123
drawio-mcp Claim
Enables AI assistants to generate professional UML diagrams (class, use case, a…
N/A N/A
Showing 36151–36200 of 64636 servers
« Prev 1 722 723 724 725 726 1293 Next »