MCP Server Quality Scores

Independent quality analysis of 66549 public MCP servers

66549
Discovered
31852
Scored
2112
Verified
16953
Complete

Last updated 1 hour ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
39051
CSOAI-ORG
Basel III + SR 11-7 + ECB TRIM AI/ML model risk management for banks deploying …
N/A N/A 81
39052
SMABoundless
crossref Claim
Search and retrieve scholarly metadata from the Crossref REST API
N/A N/A
39053
Quegenx
Enable AI assistants to search hotels, manage bookings, and access hotel data s…
N/A N/A 95
39054
hishamalhadi
An MCP server for the Chit Chats shipping API that enables shipment management,…
39055
XXXxx7258
MCP server for 萌娘百科 (Moegirl Wiki) that allows searching entries and fetching p…
39056
shashankrawlani
unified_mcp Claim
A unified MCP server that mounts multiple MCP servers using an mcp.json configu…
N/A N/A
39057
eonik-ai
eonik Claim
Read brand, research, and performance facts; draft briefs. Never spends. You ap…
N/A N/A
39058
ryss30
Self-service creative engine: a living market-signal feed, narratives your expe…
39059
Mohakgarg5
An AI-native career copilot that enables job discovery, fit scoring, and applic…
N/A N/A
39060
yurilopes
Browser automation MCP server using Pydoll, enabling agents to navigate, observ…
N/A N/A
39061
3hs-labs
ms-teams-mcp Claim
MCP server providing access to Microsoft Teams chats/channels, Outlook emails, …
39062
MatthewDavisAIArchitect
Log, evaluate, and ground AI decisions against authority context. Returns PASS,…
39063
FGC-Shreyansh-Chachaundiya
CodeSherlock Claim
AI-powered static and contextual code analysis MCP server
N/A N/A 95
39064
alifazelidehkordi
doc-splitter Claim
Conceptual document splitter that parses PDF/DOCX into study-sized chunks with …
N/A N/A
39065
sendmarc
Provide secure, read-only access to Sendmarc account and domain reporting data …
N/A N/A 95
39066
arifszn
reminder-mcp Claim
Enables scheduling and triggering reminders delivered via Slack or Telegram thr…
39067
jscottym
legal-mcp Claim
Enables US case law search, citation parsing, practice management via Clio, and…
39068
islobodan
Cruncher Claim
Scientific calculator MCP server with 43 tools: arithmetic, trig, stats, unit c…
N/A N/A 95
39069
Jana-Earth-Data
Provides natural language access to environmental data including air quality me…
81
39070
cadlens-co
cadlens-mcp Claim
Model Context Protocol server that wraps the CADLens REST API.
N/A N/A
39071
vinkius-labs
Enables autonomous agents to precisely deconstruct, analyze, and manipulate URL…
39072
dania
Social media automation with AI. Publish, schedule, manage campaigns, DMs, anal…
81
39073
FrankNFT-labs
profile Claim
Read-only MCP server for Frank Poncelet: profile, career, projects, speaking, e…
39074
anker12345
A Cloudflare Workers MCP server for the TRPG online session tool ccfolia, enabl…
39075
minhlecsm
Enables AI assistants to query Rocketlane CSM data for project health, team wor…
39076
bajpayeeritik
codegraph Claim
Indexes a codebase into a live symbol graph and serves it via MCP to AI coding …
N/A N/A
39077
aga134
Gives AI coding assistants real-time screen capture capabilities with multi-mon…
N/A N/A
39078
evonar543
ASSETMCP Claim
A Python MCP server for searching, downloading, extracting, inspecting, and pre…
N/A N/A
39079 N/A N/A 95
39080
brenoperucchi
A durable MCP-native job relay that enables agents to dispatch work to each oth…
N/A N/A
39081
eagleffz
A remote MCP server that serves versioned Enterprise & Architecture guidelines …
39082
swesmith-repos
MiniMax MCP Claim
Enables interaction with MiniMax AI APIs for text-to-speech, voice cloning, vid…
81
39083
heathrenfroe-sys
An MCP server that provides deterministic finance tools for SEC filing analysis…
39084
QalaLabs
Connects Tally Prime ERP data to AI assistants via MCP, enabling natural langua…
39085
magichao326
Enables users to interact with their live Claude Code session from Google Chat …
N/A N/A
39086
Influship
Influship Claim
Find and analyze influencers with creator search, lookalikes, profiles, posts, …
39087
revelri
Closes the find-download-install loop for lutris-mcp by searching Prowlarr, dow…
39088
Vis-3
Athena Claim
A local academic research assistant that indexes PDFs into a searchable vector …
N/A N/A
39089
MSCandCo
sendifai Claim
335 MCP tools, 75 playbooks. AI-native CRM, email/SMS, events, OAuth.
39090
sputnicyoji
A comprehensive MCP server integrating Google Docs, Sheets, Drive, Gmail, Calen…
39091
pipeworx-io
Enables querying country, state, and city data through the CountryStateCity API…
39092
owainow
Enables GitHub Copilot to perform markdown review, dependency checking, and AI-…
39093
sailorpepe
On-chain TCG price oracle for the LitecoinVM ecosystem. 6 tools: search 433K+ t…
39094
jakedsouza
ynab-mcp Claim
N/A N/A 95
39095
proofsh
MCP server providing tools to interact with Obsidian via the Local REST API com…
N/A N/A
39096
FerhatDundar
MCP server for the GitHub CLI (gh). Read-only by default; single Go binary.
N/A N/A
39097
ptrken01
Enables AI agents to perform query-driven web searches and fetch page content v…
N/A N/A
39098
hir4ta
Persists Claude Code sessions to Notion as team memory, enabling queryable reca…
39099
sadfasdf
asdfas123 Claim
N/A N/A 95
39100
cohm
indico-mcp Claim
MCP server for the Indico meeting agenda system, enabling AI agents to search e…
Showing 39051–39100 of 66549 servers
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