MCP Server Quality Scores

Independent quality analysis of 67181 public MCP servers

67181
Discovered
32311
Scored
2112
Verified
16953
Complete

Last updated 3 hours, 53 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
34651
memosr
base-gas-mcp Claim
Enables agents to fetch live Base mainnet gas prices by paying $0.001 USDC per …
34652
anh7
webdev-mcp Claim
Provides web development tools including taking screenshots and listing screens…
N/A N/A
34653
privatenesk
bookmark-mcp Claim
A bookmark management MCP server that enables saving, searching, and managing b…
34654 81
34655
btitkin
Owlyn MCP Claim
Time-aware work sessions for AI agents.
N/A N/A
34656
fe-m-bueno
mcp-me Claim
Transforms professional data (CV, projects) into MCP tools for LLMs to query, l…
N/A N/A
34657
contextium-io
mcp-server Claim
Your team's knowledge, always in context. SOPs, coding standards, and workflows…
N/A N/A 95
34658
TropinAlexey
Enables Claude AI to control Ableton Live and Max for Live, allowing music prod…
N/A N/A
34659
GatisOzols
Lets AI assistants classify an AI system under the EU AI Act, returning risk ti…
N/A N/A
34660
georgelue0321-vibe
Prevents premature AI coding by transforming vague product ideas into structure…
N/A N/A
34661
pipeworx-io
mcp-rentcast Claim
Wraps the Rentcast API to provide real estate data access for AI agents through…
34662
lokkaflokka
MCP hub server that aggregates tools from multiple domain packages into a singl…
N/A N/A
34663
Gliana-Labs
Hosted MCP server for browsing the GlianaAI model catalog with zero setup, prov…
34664
MobileVibe
telegram-mcp Claim
Enables LLMs to send notifications and receive responses via Telegram.
34665
hskksk
Enables AI assistants to interact with mem.ai memory through a standardized int…
34666
przyludzki
Enables interaction with Firefly III personal finance tools through natural lan…
34667
timmyzinin
Real-time salary data, job market trends, resume review, interview prep, and ca…
N/A N/A 95
34668
Steffen-W
MCP server for accessing and searching German federal law documents from gesetz…
N/A N/A
34669
Ajay-Kumar64
Provides tools for RAG-based financial document retrieval, financial calculatio…
34670
Clew-Code
mcp-coco Claim
Bridges OpenClaw and Hermes Agent, enabling multi-turn conversations, messaging…
N/A N/A
34671
jim-agent
Enables Claude to interact with NEAR smart contracts: read state, call view met…
N/A N/A
34672
niklaserik
effect-mcp Claim
A Model Context Protocol server that provides real-time access to Effect ecosys…
34673
ssasuoirafen
Enables AI assistants to manage Microsoft Teams through the Graph API, includin…
N/A N/A
34674
girste
Comprehensive Linux server security audit with 89 CIS Benchmark controls, NIST …
N/A N/A 95
34675
i2mint
Deploy Python functions as authenticated MCP connectors for Claude.ai and other…
34676
Kynlos
ftp-mcp Claim
An enterprise-grade MCP server for FTP and SFTP operations optimized for AI cod…
34677
berntpopp
uniprot-link Claim
An MCP server that grounds protein research in the UniProt SPARQL endpoint, pro…
34678
Gabrielmcp78
A persistent server using Unix sockets that provides file operations and real-t…
N/A N/A 95
34679
jason-weddington
MCP server for managing Karabiner-Elements keyboard remapping rules on macOS, e…
N/A N/A
34680
HarleyCoops
Canadian procurement intelligence: CanadaBuys and Alberta tenders, ranked for y…
34681
UMN-Choi-Lab
refcheck Claim 2
Verify academic citations against real databases. Catches hallucinated referenc…
N/A N/A 67
34682
shaun0927
OpenSafari Claim
An MCP server for headless mobile QA automation that controls real Safari, Flut…
N/A N/A
34683
dagrang-repository
flight-fares Claim
Cheapest observed fare, 6-month low and best departure date for a city pair.
34684
PyPtt
Enables AI clients to log in and interact with the PTT bulletin board system vi…
N/A N/A
34685
reservoirprotocol
Relay Claim
Cross-chain bridge and swap quotes, fee estimation, and transaction tracking vi…
N/A N/A 83
34686
ColinHughes2121
OFAC/PEP sanctions screening, KYB, company & people enrichment tools for AI age…
N/A N/A
34687
strzhao
MCP server for managing personal assets (images, files) in Vercel Blob storage,…
34688
glassbit
Enables querying El Salvador's public procurement data via the COMPRASAL API, i…
34689
whdrnr2583-cmd
token-meter Claim
Local-first dashboard + MCP server for Claude Code and Codex token usage. Cost,…
N/A N/A
34690
LovRanRan
Deterministic repository structure mapping for onboarding agents.
N/A N/A
34691
lennney
seocli Claim
Enables AI agents to crawl and audit websites for SEO issues, returning structu…
34692
iceycn
Enables large language models to query and operate on Apollo Configuration Cent…
34693
iamsre01
A local gateway that exposes ServiceNow REST APIs as MCP tools, enabling natura…
N/A N/A
34694
bluemot
CRAG-MCP Claim
A Model Context Protocol server that builds and queries a config-aware code gra…
N/A N/A
34695
Lorenzo0111
Enables MCP-compatible AI agents to interact with Trakt.tv, including search, m…
34696
bemade
odoo-mcp Claim
Connects AI assistants to Odoo 19.0, enabling full CRUD operations and method c…
34697
Tariolle
Renders PyTorch neural network architecture diagrams using VisualTorch, support…
N/A N/A
34698
Abdulkereem
Aza MCP Claim
Enables AI assistants to buy airtime and data, check wallet balance, list data …
34699
Shahrukh19S
Folio Claim
A privacy-first, zero-cost AI assistant that lets you chat with your documents …
34700
aixsignal
Hello Claim
Greet anyone with a friendly, personalized hello. Create quick salutations for …
N/A N/A 95
Showing 34651–34700 of 67181 servers
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