MCP Server Quality Scores

Independent quality analysis of 67181 public MCP servers

67181
Discovered
32318
Scored
2112
Verified
16953
Complete

Last updated 2 hours, 41 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
33651
JithunMethusahan
Middleman Claim
A context refinement MCP server that acts as a proxy to distill large outputs f…
N/A N/A
33652
PMelch
gitlab-mcp Claim
Enables retrieving comprehensive information about GitLab merge requests, inclu…
33653
coreywessel
svmmon-mcp Claim
Generate TikTok slideshows from Claude (and any MCP client) using your Svmmon a…
N/A N/A
33654
BACH-AI-Tools
MCP server for Teradata databases, providing tools and prompts for querying, an…
33655
pipeworx-io
Enables querying and exploring Nashville open data from data.nashville.gov and …
33656
axel-belfort
NFT collection analytics API for AI agents. Floor price, 24h volume, total supp…
81
33657
rich7420
surveyHelper Claim
A local-first MCP server that analyzes research papers, maps citation graphs, a…
N/A N/A 95
33658
camoran89
MCP server for automatic technical documentation generation of Satrack projects.
33659
conao3
mcp-uuid Claim
A Model Context Protocol server that generates random UUIDs (v4) for MCP-compat…
N/A N/A
33660
newsagentdata
Real-time, ML-enriched news intelligence — urgency scoring, political lean & ev…
33661
baominh5xx2
MCP server providing tools to chat with an AI agent, fetch weather data, and mo…
33662
pipeworx-io
health-feeds Claim
Enables searching and reading curated health and medicine RSS/Atom feeds, with …
33663
olaservo
Provides utilities to help maintain MCP repositories, including testing tools, …
33664
Yaskawa-Global
gui-user Claim
An MCP server for external computer-use that launches, observes, and interacts …
N/A N/A
33665
anuj754
MCP server providing seamless integration with Instagram's Graph API for busine…
33666
Zenidp
VeriSIFT Claim
Read-only MCP server for autonomous, spoliation-proof disk-image triage with se…
N/A N/A
33667
tacoda
keystone-mcp Claim
An MCP server that retrieves contextual information from company resources and …
33668
inavhq
gopass-mcp Claim
Enables AI agents to securely access and manage passwords from a gopass store v…
N/A N/A
33669
berkayildi
A local MCP server that parses Terraform .tfstate files and lets AI agents audi…
N/A N/A
33670
mefta.sadat2
test Claim
N/A N/A 95
33671
solana-foundation
Enables AI agents to access and search up-to-date Solana documentation, get can…
33672
TechFernandesLTDA
apex-mcp Claim
Enables AI assistants to build, inspect, and modify Oracle APEX 24.2 applicatio…
33673
NullYing
A cross-platform MCP server that enables AI assistants to manage printers, quer…
N/A N/A
33674
ociupitu
Enables searching academic literature via Semantic Scholar with relevance filte…
33675
peterjduffy
Enables AI assistants to access buyer intent signals, MEDDIC qualification data…
33676
Parc-Dev
todo-mcp Claim
Organize tasks and subtasks with fast create, update, complete, and reopen acti…
N/A N/A 95
33677
Aashish-32
Provides live CVE data from NVD and EPSS without API key, enabling AI assistant…
33678
smizuoch
Exposes 42's intranet API via the Model Context Protocol, enabling LLM agents t…
33679
meghavarshini-kumareshan
Enables LLMs to safely execute pandas code for data analysis and generate inter…
N/A N/A
33680
Drzymek92
An MCP server that generates, runs, and triages tests by introspecting Python m…
N/A N/A
33681
MechanicalGirlDev
MCP server to connect AI models to GROWI Wiki with bearer authentication, enabl…
N/A N/A
33682
eragonht1
Call DK MCP Claim
MCP server providing an interactive GUI for users to input prompts and images, …
N/A N/A
33683
jamescash1976
A local MCP server that exposes the UK Companies House API as tools for Claude …
33684
ksmuvva
Audits web pages for WCAG 2.2 AA accessibility aligned with the GOV.UK standard…
N/A N/A
33685
yaniv-tg
Enables AI assistants to securely manage Google Workspace services (Gmail, Cale…
N/A N/A 95
33686
adrian
garmin-mcp Claim
N/A N/A 95
33687
srivastava-aryan
An MCP server exposing AI-powered GitHub PR review as tools.
33688
Invaliduser1330
A production-ready MCP server template with example tools for health check and …
33689
namojo
Pinion Claim
AI-powered characterization test generator that reads Python functions or class…
N/A N/A
33690
DebuggingMax
A Model Context Protocol (MCP) server that enables AI assistants like Claude to…
33691
egargale
An MCP proxy server that enriches Longbridge's financial API with UI-enhanced t…
33692
dcazman
Self-hosted MCP server giving Claude persistent memory via entities, observatio…
33693
TanvirIslam-BD
A production-ready Model Context Protocol suite over Streamable HTTP providing …
33694
leandrogavidia
Query VeChain accounts, transactions, blocks, and fees, and search official doc…
N/A N/A 95
33695
gregpriday
An MCP server that generates and edits images using OpenAI's GPT Image model, a…
N/A N/A
33696
joe-watkins
Provides accessibility acceptance criteria for 51 web and 42 native components …
81
33697
amanat361
Provides Claude with access to BigTime's time tracking and project management A…
81
33698
xy200303
docs-is-code Claim
Enables document-driven development by automatically detecting Markdown spec ch…
N/A N/A
33699
lakshitha0526
Enables interaction with the PayHere payment gateway via MCP, allowing payment …
33700
abhishek2f24
SIFTAgent Claim
An MCP server that transforms Claude Code into an autonomous DFIR analyst by pr…
N/A N/A
Showing 33651–33700 of 67181 servers
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