MCP Server Quality Scores

Independent quality analysis of 46347 public MCP servers

46347
Discovered
29543
Scored
2112
Verified
16952
Complete

Last updated 4 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
41801
vishnu-mouli-102408
Enables searching for keywords in files with support for case-sensitive/insensi…
N/A N/A 95
41802
sweetrb
This MCP server allows AI assistants to read, send, search, and manage emails i…
N/A N/A
41803
wyre-technology
An MCP server for Blackpoint Cyber MDR platform, enabling management of securit…
41804
seanshin0214
Enables ChatGPT Desktop to securely access and search local filesystem files th…
N/A N/A 95
41805
midsane
Provides file system operations (list, read, write, search) via MCP, enabling a…
N/A N/A
41806
ygtalp
rawthink Claim
Persistent memory for Claude Code — hybrid search, knowledge graph, session lif…
N/A N/A
41807
JustinGuese
AgentBureau provides the legal and physical infrastructure for AI agents to ope…
41808
ai-mcp-garage
Provides comprehensive system diagnostics and hardware analysis through 10 spec…
N/A N/A 95
41809
windsornguyen
Enables video processing tasks such as resizing, audio extraction, and metadata…
41810
dbshadow
Enables management and control of OpenWrt devices via a simple API, including r…
41811
pinkpixel-dev
LLMSTXT-MCP Server Claim
MCP server that allows AI agents to fetch and process llms.txt documentation fr…
81
41812
marvennai
Connect AI agents to Marvenn for outbound growth via email, voice, and LinkedIn.
N/A N/A 90
41813
H-mmer
Bug bounty agent framework for Claude Code, Codex, Gemini, Cursor, Windsurf, Co…
N/A N/A
41814
bioanywhere
Connects AI assistants to GitLab projects, enabling natural language queries to…
81
41815
erscoder
Enables natural language control of Hyperliquid perpetual futures, including qu…
41816
geraservicesuk
EU AI Act and GDPR compliance: checks, audits, generate policies.
N/A N/A 95
41817
AiAgentKarl
Enables AI agents to rate each other, track interaction outcomes, and compute t…
N/A N/A
41818
sebafo
Enables interaction with Azure AI Agent Service by automatically discovering ag…
41819
Sahib-Sawhney-WH
Provides a secure gateway to the Dynamics 365 F\&O OData API, enabling LLMs and…
41820
siavashdelkhosh81
Enables AI assistants to interact with the Telegram Bot API, supporting messagi…
41821
cuongpo
Enable AI assistants to interact with the Aptos blockchain testnet by managing …
N/A N/A 95
41822
mcp-utils Claim 1
Data processing tools: CSV, cleaning, stats, image, report, save, shell
N/A N/A 81
41823
flyearth9981
A Model Context Protocol (MCP) server that enables seamless integration between…
N/A N/A
41824
blackducksoftware
AI-powered security scanning using Black Duck Signal for vulnerability detectio…
N/A N/A
41825
ayaz
Enables AI assistants to manage Cloudways infrastructure, including servers, ap…
41826
lukew0824
A self-hosted MCP server that lets Claude query your bank accounts, balances, a…
41827
timkulbaev
mcp-gmail Claim
Full Gmail operations via Unipile API: send, reply, list, read, delete, search,…
81
41828
Satsuj1n
xp-mcp Claim
Talk to your XP Investimentos portfolio through Claude — 100% local, read-only,…
N/A N/A
41829
Faresabdelghany
Enables comprehensive GitHub project management with 20 tools for issue trackin…
81
41830
davidtauriello
ffd-mcp Claim
Parses SEC EDGAR Exhibit 107 XBRL fee disclosures from registration statements …
41831
dmae97
Production-ready multi-agent orchestration harness for Kimi Code CLI (K2.6): wo…
N/A N/A
41832
LemonSqueezy MCP server for managing your store from AI assistants
N/A N/A 81
41833
Allen-Saji
Corvus Claim
Solana DeFi Intelligence MCP server enabling natural language queries for walle…
41834 N/A N/A 95
41835
Daily ecommerce revenue, inventory, listing, shipping, and restock operations i…
N/A N/A 81
41836
Ryosuke-Mohri
A hybrid MCP server system that enables natural language management of Asana ta…
81
41837
pipeworx-io
mcp-boe-uk Claim
Enables querying Bank of England statistical data including Bank Rate, SONIA, a…
41838
jorged104
Connects Notion databases with LLMs to manage and analyze personal finances thr…
41839
clouatre-labs
Educational MCP server with math operations, statistics, visualizations, and pe…
81
41840
cargom98
Provides programmatic access to Trello's API to manage boards, lists, cards, an…
41841
masonicgit
After decades of AI research — transformers, GPT-4, AGI debates — we have arriv…
81
41842
imleokkkk
mcp-test2 Claim
Compute products instantly and accurately. Reduce manual calculations and error…
N/A N/A 95
41843
racy
r234 Claim
N/A N/A 95
41844
Pocket Drives Claim 1
Peer-to-peer car rental search — luxury, exotic, and EV vehicles with delivery …
67
41845
afshinator
An MCP server to search for (free) stock images and videos from pexels.com.
41846
xue20010808
Send friendly, personalized greetings to anyone by name. Toggle pirate mode for…
N/A N/A 95
41847
glh230
A Model Context Protocol (MCP) server that integrates Cypress with Cursor AI, e…
N/A N/A
41848
AStheTECH
Integrates with Razorpay's payment infrastructure to manage orders, process pay…
41849
ArsenalPAC
Enable AI assistants to manage broadcast messaging, email campaigns, and contac…
N/A N/A 95
41850
rjadhavJT
Automates the creation of standardized documentation by extracting information …
81
Showing 41801–41850 of 46347 servers
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