MCP Server Quality Scores

Independent quality analysis of 69448 public MCP servers

69448
Discovered
→
34111
Scored
→
2112
Verified
→
16953
Complete

Last updated 4 hours, 23 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
35451
axel-belfort
User agent string parser API for AI agents. Parse any user agent into structure…
— ○ ⏳ — — — — 81 —
35452
kage-core
kage Claim
Verified memory for coding agents: claims cited against code, stale withheld, s…
— ○ ⏳ — N/A N/A — — —
35453
RemiKG
Stomped Claim
An autonomous DFIR agent that hunts timestomping and rename/move laundering on …
— ○ ⏳ — N/A N/A — 95 —
35454
torify-dev
Torify gives AI agents the Japanese locale primitives that standard libraries l…
— ○ ⏳ — — — — — —
35455
applivery
mcp Claim
Search and read the public Applivery docs (MDM & app distribution). Read-only, …
— ○ ⏳ — — — — — —
35456
jieyangxchen
Enables AI to query your personal package tracking information from Taobao, JD,…
— ○ ⏳ — — — — — —
35457
tathagat22
undo Claim
Provides checkpoint and rollback capabilities for AI agents, reversing file sys…
— ○ ⏳ — N/A N/A — — —
35458
fvegiard
Enables Claude or any MCP client to drive the GitHub Copilot cloud agent via it…
— ○ ⏳ — — — — — —
35459
Liam6130
Huppert MCP Claim
MCP server that enables AI assistants to access and query fNIRS data analysis t…
— ○ ⏳ — N/A N/A — — —
35460
cardea-mcp
Rust Coder Claim
Enables AI agents to generate, compile, and fix Rust projects from natural lang…
— ○ ⏳ — — — — — —
35461
fastmcp-me
Enables interaction with VikingDB, a high-performance vector database, for stor…
— ○ ⏳ — — — — — —
35462
matematicsolutions
be-eli-mcp Claim
Enables retrieval of Belgian legislation metadata and full text by ELI coordina…
— ○ ⏳ — — — — — —
35463
pipeworx-io
MCP server for querying City of Novi, Michigan open geospatial data (ArcGIS), e…
— ○ ⏳ — — — — — —
35464
AIops-tools
AI Guardian Claim
Governed local-LLM (Ollama) observability: model policy, prompt scanner, 20 too…
— ○ ⏳ — N/A N/A — — —
35465
paimonchan
Fetch web pages with SSRF protection. Returns clean, readable markdown from any…
— ○ ⏳ — N/A N/A — — —
35466
duguobao812718-wq
Scout Claim
Enables AI agents to perform comprehensive search across 27 search engines incl…
— ○ ⏳ — — — — — —
35467
ChilindrinoBot
Enables remote control of audio playback and system volume on a Raspberry Pi vi…
— ○ ⏳ — N/A N/A — — —
35468
jlnkrth
MCP server for Google Search Console, enabling querying search performance, lis…
— ○ ⏳ — N/A N/A — — —
35469
silviorodrigues
Enables AI assistants to query and segment event data from Amplitude Analytics …
— ○ ⏳ — — — — — —
35470
feamster
Slack MCP Claim
Read and respond to Slack from Claude.
— ○ ⏳ — — — — — —
35471
junter1989k-ai
Hungary payments for AI agents — cards / Apple Pay via Stripe. Never holds fund…
— ○ ⏳ — — — — — —
35472
seraphinerenard
mcp-pdf-tools Claim 1
An MCP server that enables users to read, search, and analyze PDF documents. It…
— ○ ⏳ — N/A N/A — 95 —
35473
jmcentire
signet-eval Claim
Deterministic policy enforcement and MCP management for AI agent tool calls.
— ○ ⏳ — N/A N/A — 95 —
35474
shadsidd
A WebSocket-based MCP server for OWASP ZAP security scanning, enabling real-tim…
— ○ ⏳ — N/A N/A — — —
35475
chenzhaoxuan0
tavily-mcp Claim
A web search and extraction MCP server powered by Tavily, providing tools for A…
— ○ ⏳ — — — — — —
35476
sebastiancoombs
MCP server for EVM MEV history, offering pay-per-call endpoints to check wallet…
— ○ ⏳ — — — — — —
35477
bounded-systems
A local, read-only MCP server that exposes verified profile, posts, corpus, and…
— ○ ⏳ — N/A N/A — — —
35478
tutor-sicurezza
MCP server that exposes Italian workplace safety data (D.Lgs 81/08) to any MCP-…
— ○ ⏳ — — — — — —
35479
soydachi
An MCP server that automates CI/CD pipeline creation, analysis, and security en…
— ○ ⏳ — — — — — —
35480
mctar
MCP server for querying data from Norway's Government Pension Fund Global — the…
— ○ ⏳ — — — — — —
35481
xfloukiex-lab
Federated, local-first search for AI agents: one query fans across transcripts,…
— ○ ⏳ — N/A N/A — — —
35482
martasd
Integrates BusinessMap (formerly Kanbanize) project management capabilities wit…
— ○ ⏳ — — — — — —
35483
azmartone67
DC Hub Claim
Connects Claude to live data-center, power & grid intelligence data, enabling q…
— ○ ⏳ — — — — — —
35484
ad-github1
An MCP-style stdio server for evaluating AI agent outputs, enabling CI-friendly…
— ○ ⏳ — N/A N/A — — —
35485
dereknguyen269
A Model Context Protocol server providing persistent memory, knowledge base, an…
— ○ ⏳ — N/A N/A — — —
35486
CSOAI-ORG
Ascii Art Ai MCP Server by MEOK AI Labs
— ○ ⏳ — N/A N/A — — —
35487
kongyo2
MCP server to create text posts on Zetter (z-etter.com) from any MCP host, with…
— ○ ⏳ — — — — — —
35488
AtlasDevHQ
Atlas Claim
Atlas is a YAML-defined semantic layer for analytics — authored by humans, cons…
— ○ ⏳ — N/A N/A — — —
35489
aixsignal
smithly-aix Claim
— ○ ⏳ — N/A N/A — 95 —
35490
forgemeshlabs
imagegen-mcp Claim
AI image generation MCP server with generate, background removal, 4x HD upscale…
— ○ ⏳ — — — — — —
35491
tosettil-polimi
MCP server that exposes the Vikey API for reservation management, property list…
— ○ ⏳ — — — — — —
35492
Franksterino
citeguard Claim
Verify citations in AI text: fetches each cited source, returns verdicts with e…
— ○ ⏳ — — — — — —
35493 — ○ ⏳ — N/A N/A — 95 —
35494
CSOAI-ORG
image-metadata-ai-mcp MCP server by MEOK AI Labs
— ○ ⏳ — N/A N/A — — —
35495
DanKaten
PackageGuard Claim
x402-gated safety checker for npm/PyPI packages before you npm install / pip in…
— ○ ⏳ — — — — — —
35496
Deslord319
Enables HarmonyOS device discovery, app build and deployment, UI automation, E2…
— ○ ⏳ — N/A N/A — — —
35497
janmacher02-xl8y
Access SEC EDGAR financial data through your AI assistant. Search public compan…
— ○ ⏳ — — — — 81 —
35498
umachandra-30
MCP server for interacting with Google Calendar, enabling reading events from p…
— ○ ⏳ — — — — — —
35499
kesugwa
weather-mcp Claim
— ○ ⏳ — N/A N/A — 95 —
35500
meetvaghani12
hiring-mcp Claim
Enables candidates to apply to your open roles through an AI agent using Model …
— ○ ⏳ — — — — 81 —
Showing 35451–35500 of 69448 servers
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