MCP Server Quality Scores

Independent quality analysis of 67226 public MCP servers

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67226
Discovered
→
32326
Scored
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2112
Verified
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16953
Complete
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Last updated 10 minutes ago

Grade Distribution

Score Distribution

Newly Added

TerraVue F Arbitron F WorkforceGPT F Beleeg F Lediv F

Biggest Gainers

Pinch Grocery Prices (Australia) +44 Done Bear +44 Antevo Wealth +43

Biggest Drops

BridgeToAgent — AI Readiness -60 workbench -48 AGI Alpha -47
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# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
53251
deverseli800
Provides Claude with access to NYC public property data including property deta…
 — ○ ⏳ — — — — — —
53252
chirag1749
MCP server for the Fund Tracking System, enabling agents to manage lending busi…
 — ○ ⏳ — N/A N/A — — —
53253
sanchezvivi
A fully local, self-hosted memory server for MCP clients (Claude Code, Cursor, …
 — ○ ⏳ — N/A N/A — — —
53254
Ayush-k-Shukla
Integrates with Gmail APIs to manage emails and labels, including sending, dele…
 — ○ ⏳ — N/A N/A — — —
53255
capad-xyz
searchts Claim
Enables AI agents to read any URL by using an escalating open-source unlocker t…
 — ○ ⏳ — N/A N/A — — —
53256
Ashuqwe
MCP server that connects AI assistants to Redash, enabling listing of assets, r…
 — ○ ⏳ — N/A N/A — — —
53257
AsifKibria
Maintenance, recovery, and observability for Claude Code. CLI + MCP server + da…
 — ○ ⏳ — N/A N/A — — —
53258
spiritledsoftware
Caplets Claim
A progressive-disclosure gateway for MCP servers that keeps tool lists small by…
 — ○ ⏳ — — — — 81 —
53259
hjongc
A server for Korean lease and moving safety guidance using official public data…
 — ○ ⏳ — — — — — —
53260
gdorsi44
Enables users to retrieve, validate, and analyze XSD files from URLs or local p…
 — ○ ⏳ — N/A N/A — — —
53261
demo112
A Model Context Protocol server that converts documents (PDF, DOCX, HTML, etc.)…
 — ○ ⏳ — N/A N/A — — —
53262
IBM
A Model Context Protocol (MCP) server for searching STAC catalogs, downloading …
 — ○ ⏳ — — — — — —
53263
pipeworx-io
Access City of Longview, Texas open geospatial data (parcels, zoning, public wo…
 — ○ ⏳ — — — — — —
53264
triuzzi
MCP server that lets AI coding assistants control and inspect a live Brave brow…
 — ○ ⏳ — N/A N/A — — —
53265
kirill-markin
Track expenses, budgets, balances, transfers, and multi-currency reports with O…
 — ○ ⏳ — — — — — —
53266
lizhipay
Claude MCP Claim
A cross-platform desktop MCP server that allows Codex and other MCP clients to …
 — ○ ⏳ — N/A N/A — — —
53267
vogler75
MCP server providing access to Siemens WinCC V8 SCADA systems via REST API, ena…
 — ○ ⏳ — — — — — —
53268
yassinech-99
A Model Context Protocol (MCP) server that enables LLMs to interact with the Vi…
 — ○ ⏳ — N/A N/A — — —
53269
tcoretech
monzo-mcp Claim
Read-only Monzo banking integration for Claude Code that allows querying balanc…
 — ○ ⏳ — N/A N/A — — —
53270
Zrzzzz
Cairn Claim
MCP server that allows AI agents to read and update project progress across dif…
 — ○ ⏳ — N/A N/A — — —
53271
clauderecallhq
recall Claim
Persistent memory for Claude Code. Search, recall, and re-inject context from a…
 — ○ ⏳ — N/A N/A — 95 —
53272
truxt-ai
Enables LLMs to access Jenkins job data, trigger builds, and manage Jenkins tas…
 — ○ ⏳ — — — — — —
53273
Sbharadwaj05
AI-powered MCP server that enables security analysts to query Wazuh SIEM/XDR fo…
 — ○ ⏳ — — — — — —
53274
Selentar
Minimal MCP server for local speech recognition using faster-whisper. Runs on C…
 — ○ ⏳ — N/A N/A — — —
53275
pipeworx-io
thegamesdb Claim
Wraps TheGamesDB API to enable game data queries via MCP. Part of Pipeworx gate…
 — ○ ⏳ — — — — — —
53276
pipeworx-io
Enables querying and searching open geospatial datasets from the Town of Chapel…
 — ○ ⏳ — — — — — —
53277
romiluz13
EmbeDocs-MCP Claim
Enables AI assistants to access up-to-date documentation by indexing GitHub rep…
 — ○ ⏳ — N/A N/A — — —
53278
fazalrshah
Enables AI agents to autonomously check, diagnose, and recover Dockerized servi…
 — ○ ⏳ — N/A N/A — — —
53279
attamari
Fetches web content and returns relevant chunks using RAG with semantic chunkin…
 — ○ ⏳ — N/A N/A — — —
53280
yvesdeniz
shd-music Claim
Enables searching and ripping high-quality audio from Deezer using an ARL cooki…
 — ○ ⏳ — N/A N/A — — —
53281
pipeworx-io
mcp-odds-api Claim
Enables fetching sportsbook odds, live scores, and event information across 70+…
 — ○ ⏳ — — — — 81 —
53282
universal-mcp
neon Claim
Provides a standardized interface for interacting with Neon's tools and service…
 — ○ ⏳ — — — — — —
53283
re-rank-offical
Integrates the Korean government's KRDS design system with AI assistants, enabl…
 — ○ ⏳ — N/A N/A — — —
53284
ouzlifaneyassine1-dot
onyx MCP Claim
Local MCP server that gives AI agents 44 engine tools to build, run, and debug …
 — ○ ⏳ — N/A N/A — — —
53285
nvdigitalsolutions
Enables chatting with PostgreSQL databases through natural language, with GitHu…
 — ○ ⏳ — — — — — —
53286
stfc
Provides k-point generation tools for Quantum ESPRESSO, enabling estimation of …
 — ○ ⏳ — N/A N/A — — —
53287
issuebadge
— ○ ⏳ — N/A N/A — 95 —
53288
pipeworx-io
Access City of Greenwood, Indiana open geospatial data including parcels, zonin…
 — ○ ⏳ — — — — — —
53289
janmacher02-xl8y
— ○ ⏳ — — — — 81 —
53290
jamesfiltness
An MCP server for forward geocoding via the Nominatim API (OpenStreetMap) with …
 — ○ ⏳ — — — — — —
53291
overtimepog
Canvas MCP Claim
MCP server for Canvas LMS that exposes courses, assignments, modules, pages, fi…
 — ○ ⏳ — N/A N/A — — —
53292
diegofornalha
An MCP server that integrates Turso databases with LLMs, supporting organizatio…
 — ○ ⏳ — N/A N/A — — —
53293
Coaspe
SAP ABAP MCP Claim
Develop, test, analyze, and operate SAP ABAP systems through ADT from AI coding…
 — ○ ⏳ — N/A N/A — — —
53294
jungchihoon
A Model Context Protocol server that provides 29 Git operations and advanced wo…
 — ○ ⏳ — N/A N/A — 95 —
53295
Uptrack-App
uptrack-mcp Claim
MCP server for Uptrack uptime monitoring. Manage monitors and incidents from AI…
 — ○ ⏳ — — — — — —
53296
jacob-bd
Enables AI agents and users to query Perplexity AI's premium models (GPT-5.4, C…
 — ○ ⏳ — N/A N/A — — —
53297
hzq510473048
cocos_mcp Claim
Enables AI assistants to control Cocos Creator game development directly within…
 — ○ ⏳ — N/A N/A — — —
53298
hughedward
Provides complete browser automation capabilities for AI agents via 44 tools, i…
 — ○ ⏳ — N/A N/A — — —
53299
FileXego
A Playwright-powered MCP server for browser automation using ARIA snapshots and…
 — ○ ⏳ — N/A N/A — — —
53300
junter1989k-ai
Korea POPBiLL e-tax-invoice: AI agents issue, query & transmit e-invoices, stat…
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Showing 53251–53300 of 67226 servers
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