MCP Server Quality Scores

Independent quality analysis of 67291 public MCP servers

67291
Discovered
32348
Scored
2112
Verified
16953
Complete

Last updated 33 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
62401
CSOAI-ORG
cqc-compliance-mcp for domiciliary opticians
N/A N/A
62402
eesb99
rlm-mcp Claim
MCP server that enables verified code execution with LLM reasoning using Recurs…
N/A N/A
62403
MolCrafts
molmcp Claim
A graph-based codebase capability discovery engine for LLM agents, exposing ind…
N/A N/A
62404
ReadyAPIs-com
Ready APIs Claim
MCP tools for geo, email, phone, company, DNS, FX, equities, weather, tax, econ…
62405
AzeemWaqarRao
A server that wraps the Splitwise API so Claude can read and manage expenses, i…
62406
hurutta
A Model Context Protocol server that retrieves Bangla news headlines and allows…
62407
onurerdog4n
twitter-mcp Claim
MCP server for automating Twitter actions like tweeting, liking, retweeting, an…
N/A N/A
62408
ericlucianoferreira
calendly-mcp Claim
Enables Claude to schedule, query, and cancel Calendly events via Calendly API …
62409
kao273183
AI 規格大師 — MCP server bridging specs (Linear / JIRA / GitHub Issues / Notion / M…
62410
promobase
Unofficial MCP server implementation for Facebook Business API. Enables LLMs to…
62411
DashingNights
YouTrack MCP Claim
A Model Context Protocol (MCP) server for YouTrack integration, providing a sta…
62412
Rajeev-Shyam
Read-only MCP server: query_metrics over local metric time-series (Quellgeist t…
N/A N/A
62413
cuongpo
Manage COTI accounts, deploy private ERC20 and ERC721 contracts, and transfer t…
N/A N/A 95
62414
shivankvirdi
VepClin-MCP Claim
A terminal-based bioinformatics CLI chat tool that integrates Ensembl VEP, NCBI…
N/A N/A
62415
Clarethium
Enables structural framing analysis of documents, identifying perspectives, omi…
N/A N/A
62416
dongood
Enables AI agents to manage Jira issues and Confluence pages via natural langua…
N/A N/A
62417
OzgunTurkmen
youtube-mcp Claim
Extracts and processes YouTube video content including transcripts, metadata, c…
N/A N/A
62418
yudh0802
whenwecan Claim
Enables scheduling polls for group chats to find common available times, with t…
62419
emirhanyenici
Enables Claude to perform multi-agent SEO analysis with specialist prompts and …
62420
garretpremo
Exposes type-aware code navigation and fast file search to AI agents via langua…
N/A N/A
62421
xiaobenyang-com
Break down complex problems into adjustable, multi-step reasoning. Plan, revise…
N/A N/A 95
62422
MathiasPaulenko
WaveXisMCP Claim
A comprehensive browser automation MCP server providing 149 tools across 13 cap…
62423
neuronomid
A research-only MCP server providing read-only data, analytics, and intelligenc…
62424
Hiruna219066
Unified MCP server for managing cloud resources across AWS, Google Cloud, Azure…
62425
sendmarc
Provide secure, read-only access to Sendmarc account and domain reporting data …
N/A N/A 95
62426
jongan69
A free, Cloudflare-hosted travel MCP server for flights, hotels, and Airbnb-sty…
62427
pipeworx-io
Provides access to New Orleans open data (data.nola.gov) through the Socrata SO…
62428
lordbasilaiassistant-sudo
Enables AI agents to batch-send ETH or ERC-20 tokens to multiple recipients in …
62429
janschachtschabel
MCP server for Wiki.js with full GraphQL API coverage, fine-grained permissions…
62430
theunreal
codebase-mcp Claim
Enables AI agents to semantically search and navigate code repositories using n…
62431
Bilel-Eljaamii
Enables querying MITRE's Common Weakness Enumeration database for vulnerability…
62432
axel-belfort
Unique identifier generation API for AI agents. Generate UUID v4 (random), UUID…
81
62433
gimi-q
Read-only MCP server integrating with the Victron VRM API to monitor solar syst…
62434 N/A N/A 95
62435
yskale
Enables LLMs and AI agents to query a biomedical knowledge graph stored in Redi…
N/A N/A
62436
mbk-dev
okama MCP Claim
MCP (Model Context Protocol) server that exposes the okama investment portfolio…
62437
markswendsen-code
mcp-tmobile Claim
Automates T-Mobile account interactions such as viewing usage, paying bills, an…
N/A N/A
62438
sagar1012
An MCP server that connects to Oracle databases using sqlplus, enabling SQL que…
62439
AletaIndex
Financial narrative intelligence for AI agents. Tracks how financial stories ev…
62440
SongLei75
Minimal MCP server exposing a single tool, run_date, to execute the local date …
N/A N/A
62441
agiletec-inc
MCP server for self-hosted Supabase with RLS-aware PostgreSQL and PostgREST lay…
62442
imdeniil
MCP server for Yandex Tracker API that provides 146 tools for managing issues, …
62443
feamster
spark-mcp Claim
Enables users to access, search, and analyze Spark Desktop meeting transcripts …
N/A N/A
62444
artryazanov
MCP server that fetches raw HTML content from a given URL to provide web contex…
62445
DevMuneeb
An MCP server that indexes codebases into a local graph and provides on-demand …
N/A N/A
62446
ivarrian
Provides access to Victoria, Australia's public holidays and important dates vi…
62447
MikeyBeez
Tracks protocol adherence and maintains audit trails for Claude sessions, provi…
N/A N/A
62448
MichaelAnckaert
obsidian-mcp Claim
Provides read-only access to an Obsidian vault, enabling file listing, content …
N/A N/A
62449
dcostenco
prism-mcp Claim 1
Zero-config persistent memory for AI agents with local SQLite. Mind Palace web …
N/A N/A 75
62450
slavpilus
Enables customer support across e-commerce platforms by providing order managem…
Showing 62401–62450 of 67291 servers