MCP Server Quality Scores

Independent quality analysis of 67197 public MCP servers

67197
Discovered
32318
Scored
2112
Verified
16953
Complete

Last updated 1 hour, 37 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
42901
demo112
A Model Context Protocol server that converts documents (PDF, DOCX, HTML, etc.)…
N/A N/A
42902
IBM
A Model Context Protocol (MCP) server for searching STAC catalogs, downloading …
42903
pipeworx-io
Access City of Longview, Texas open geospatial data (parcels, zoning, public wo…
42904
triuzzi
MCP server that lets AI coding assistants control and inspect a live Brave brow…
N/A N/A
42905
kirill-markin
Track expenses, budgets, balances, transfers, and multi-currency reports with O…
42906
lizhipay
Claude MCP Claim
A cross-platform desktop MCP server that allows Codex and other MCP clients to …
N/A N/A
42907
vogler75
MCP server providing access to Siemens WinCC V8 SCADA systems via REST API, ena…
42908
yassinech-99
A Model Context Protocol (MCP) server that enables LLMs to interact with the Vi…
N/A N/A
42909
tcoretech
monzo-mcp Claim
Read-only Monzo banking integration for Claude Code that allows querying balanc…
N/A N/A
42910
Zrzzzz
Cairn Claim
MCP server that allows AI agents to read and update project progress across dif…
N/A N/A
42911
clauderecallhq
recall Claim
Persistent memory for Claude Code. Search, recall, and re-inject context from a…
N/A N/A 95
42912
truxt-ai
Enables LLMs to access Jenkins job data, trigger builds, and manage Jenkins tas…
42913
Sbharadwaj05
AI-powered MCP server that enables security analysts to query Wazuh SIEM/XDR fo…
42914
Selentar
Minimal MCP server for local speech recognition using faster-whisper. Runs on C…
N/A N/A
42915
pipeworx-io
thegamesdb Claim
Wraps TheGamesDB API to enable game data queries via MCP. Part of Pipeworx gate…
42916
pipeworx-io
Enables querying and searching open geospatial datasets from the Town of Chapel…
42917
romiluz13
EmbeDocs-MCP Claim
Enables AI assistants to access up-to-date documentation by indexing GitHub rep…
N/A N/A
42918
fazalrshah
Enables AI agents to autonomously check, diagnose, and recover Dockerized servi…
N/A N/A
42919
attamari
Fetches web content and returns relevant chunks using RAG with semantic chunkin…
N/A N/A
42920
yvesdeniz
shd-music Claim
Enables searching and ripping high-quality audio from Deezer using an ARL cooki…
N/A N/A
42921
pipeworx-io
mcp-odds-api Claim
Enables fetching sportsbook odds, live scores, and event information across 70+…
81
42922
universal-mcp
neon Claim
Provides a standardized interface for interacting with Neon's tools and service…
42923
re-rank-offical
Integrates the Korean government's KRDS design system with AI assistants, enabl…
N/A N/A
42924
ouzlifaneyassine1-dot
onyx MCP Claim
Local MCP server that gives AI agents 44 engine tools to build, run, and debug …
N/A N/A
42925
nvdigitalsolutions
Enables chatting with PostgreSQL databases through natural language, with GitHu…
42926
stfc
Provides k-point generation tools for Quantum ESPRESSO, enabling estimation of …
N/A N/A
42927 N/A N/A 95
42928
pipeworx-io
Access City of Greenwood, Indiana open geospatial data including parcels, zonin…
42929 81
42930
jamesfiltness
An MCP server for forward geocoding via the Nominatim API (OpenStreetMap) with …
42931
overtimepog
Canvas MCP Claim
MCP server for Canvas LMS that exposes courses, assignments, modules, pages, fi…
N/A N/A
42932
diegofornalha
An MCP server that integrates Turso databases with LLMs, supporting organizatio…
N/A N/A
42933
Coaspe
SAP ABAP MCP Claim
Develop, test, analyze, and operate SAP ABAP systems through ADT from AI coding…
N/A N/A
42934
jungchihoon
A Model Context Protocol server that provides 29 Git operations and advanced wo…
N/A N/A 95
42935
Uptrack-App
uptrack-mcp Claim
MCP server for Uptrack uptime monitoring. Manage monitors and incidents from AI…
42936
jacob-bd
Enables AI agents and users to query Perplexity AI's premium models (GPT-5.4, C…
N/A N/A
42937
hzq510473048
cocos_mcp Claim
Enables AI assistants to control Cocos Creator game development directly within…
N/A N/A
42938
hughedward
Provides complete browser automation capabilities for AI agents via 44 tools, i…
N/A N/A
42939
FileXego
A Playwright-powered MCP server for browser automation using ARIA snapshots and…
N/A N/A
42940
junter1989k-ai
Korea POPBiLL e-tax-invoice: AI agents issue, query & transmit e-invoices, stat…
42941
sporty303
Enables AI agents to capture screenshots and generate PDFs from URLs or HTML vi…
42942
qingshanyuluo
Provides tools to search, query, and visualize Prometheus metrics, returning re…
42943
forgemeshlabs
x402 Ads MCP Claim
x402 Ads lets AI agents buy and verify ad placements with per-request USDC paym…
42944
FreakTwisted666
Enables interactive element inspection on any website, allowing users to click …
N/A N/A
42945
BACH-AI-Tools
Provides tools to access Twitter data including tweets, user profiles, communit…
42946
andreibesleaga
ocm-sdk-mcp Claim
Enables AI assistants to interact with the Open Charge Map API, allowing explor…
42947
d3lanight
Your portable context layer — load it into any AI.
42948
bradypp
Godot MCP Claim
A Model Context Protocol server that enables AI assistants to manage Godot proj…
N/A N/A
42949
gerardodellan
A Model Context Protocol server that provides multimodal vision tools such as i…
42950
hesreallyhim
Enables interaction with Proton Pass via CLI operations, including vault and it…
N/A N/A
Showing 42901–42950 of 67197 servers
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