MCP Server Quality Scores

Independent quality analysis of 67197 public MCP servers

67197
Discovered
32318
Scored
2112
Verified
16953
Complete

Last updated 1 hour, 21 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
40801
ver0-project
mcp-git Claim
Provides comprehensive Git operations as tools for AI assistants and applicatio…
N/A N/A 95
40802
cyanheads
Real-time US-equity quotes, company fundamentals, earnings, analyst trends, and…
N/A N/A
40803
mambalabsdev
Build a company list from live hiring data or from US SEC filings mentioning a …
N/A N/A
40804
JeronimoColon
Tidesman Claim
A free native MCP server for running and debugging Linux containers with Apple'…
N/A N/A
40805
jarekpiot
provenonce Claim
Cryptographic identity, SIGIL naming, heartbeat, and passports for AI agents.
N/A N/A 95
40806
MaryamZi
Enables retrieval-augmented generation by embedding queries with a chosen provi…
40807
soobik
mcp2term Claim
Exposes an interactive terminal over MCP, enabling remote shell command executi…
40808
keijeizei
An MCP server that provides HTTP client capabilities with support for full HTTP…
40809
joepangallo
Scan websites for security vulnerabilities, headers, TLS, and email security.
N/A N/A 95
40810
reloru
Crosby, TX weather, air quality, tropics, floods, fishing, pollen, roads, radar…
40811
inissaka
MCP Chat Claim
Enables interactive chat with AI models through the Anthropic API, supporting d…
40812
Pauesome
Provides read access to campaign performance data from Google Ads, Meta Ads, an…
40813
skyphusion-labs
search-mcp Claim
Provides an MCP server with a search tool for agents, backed by Cloudflare AI S…
40814
luisprimecore
chorus field Claim
Agents need a public place to register, post, and coordinate without a human cr…
40815
Moresl
cchub Claim
CCHub - Claude Code 生态管理平台 | Claude Code Ecosystem Management Platform (MCP, Sk…
N/A N/A 95
40816
Haustorium12
24klabs-mcp Claim
AI code analysis tools that plug into Claude Code, Cursor, VS Code, and any MCP…
40817
WRG-11
WinstonRedGuard monorepo bridge for MCP agents: governance, pipelines, memory, …
N/A N/A
40818
ObraAberta Claim 1
Read-only MCP tools for public works, builders, ratings, timelines and nearby s…
67
40819
abchahal
AI-powered pipeline that analyzes user stories and PRDs for gaps, ambiguities, …
N/A N/A
40820
listfold
Mousetail Claim
The simplest and most stable MCP server for Anki, enabling LLMs to perform core…
N/A N/A
40821
xdqi
jinaju Claim
A drop-in MCP server compatible with Jina AI, using a stealth Chromium browser …
40822
steadwing
Your autonomous 24/7 on-call engineer! Get a detailed RCA along with the solut…
N/A N/A 95
40823
dockfixlabs
agentguard Claim
Enables scanning of AI agent code for security vulnerabilities such as prompt i…
N/A N/A
40824
joaquinvalentin
Provides real-time and scheduled bus information for Montevideo's public transp…
40825
Auxin-io
Miami Friend Claim
Ask a friendly Miami local for quick answers to your questions. Get recommendat…
N/A N/A 95
40826
blinkingbit-oss
execkit Claim
Stateful, structured, auditable shell sessions for AI agents over local, SSH, a…
N/A N/A
40827
pipeworx-io
Provides access to City of Norman, Oklahoma open geospatial data through ArcGIS…
40828
SafiePublic
Enables to retrieve device information, images, media, location, thumbnails, an…
40829
tw00
agent2agent Claim
Enables async, authenticated messaging between AI agents with explicit authoriz…
40830
lead788
APICK Web Claim
Domain/IP intelligence, web page capture and search APIs
40831
johnhnguyen97
MCP server for Japanese language learning with Anki, enabling vocabulary card c…
N/A N/A
40832
Gentle-bae
Enables LLMs to perform automated network forensics, threat hunting, and traffi…
N/A N/A
40833
xekor
openaso Claim
App Store Optimization for AI agents: keyword ranks, suggestions, popularity, c…
40834
Hiroshi-Ichiyanagi
kagami Claim
Deterministic prompt-injection detector; signed, offline-verifiable verdicts. N…
40835
lxkang00
sdm-mcp Claim
MCP server to remotely control Siglent SDM3000 series digital multimeters via T…
40836
AiAgentKarl
Enables AI agents to perform comprehensive web accessibility checks (WCAG 2.1/2…
40837
sargonpiraev
Enables AI assistants to interact with the GitLab API, providing over 1000 tool…
N/A N/A
40838
pipeworx-io
Provides Mapbox geocoding, routing, isochrones, map matching, and static map im…
40839
renvk
MCP server for full-text search across PDF document collections with offline in…
N/A N/A
40840
chs2147
Enables Claude to read and search Apple Reminders tasks on macOS, including lis…
N/A N/A
40841
Superman
Provides an MCP server with a fetch_url tool for making HTTP requests alongside…
81
40842
miggie8888
The most complete financial compliance agent in the x402 ecosystem. Combines ve…
81
40843
chaodongzhang
Exposes the local Gemini CLI as an MCP stdio server, providing tools for prompt…
N/A N/A
40844
Twine2546
Enables interaction with Twilio API services including messaging, voice, and St…
81
40845
RajdeepDas43
Governed memory for AI agents (Paramind AI): conflict-checked writes, time-trav…
N/A N/A
40846
wondermuttt
Enables AI assistants to interact with Ed Discussions (EdStem) course discussio…
N/A N/A
40847
sanjayshreeyans
Enables IPv4 subnet planning and validation, including CIDR prefix calculation,…
N/A N/A
40848
harrynguyen14
MCP server that exposes the V-Track project management API as tools for AI assi…
40849
matanSht
WebControl Claim
Headless browser automation for LLM agents via REST API or MCP tools. Enables n…
N/A N/A
40850
yongzhe-wang
Enables Claude and other MCP clients to directly interact with macOS Calendar.a…
N/A N/A
Showing 40801–40850 of 67197 servers
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