MCP Server Quality Scores

Independent quality analysis of 69343 public MCP servers

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69343
Discovered
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33980
Scored
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2112
Verified
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16953
Complete
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Last updated 4 hours, 13 minutes ago

Grade Distribution

Score Distribution

Newly Added

EU TED Tenders (Apify Actor) by Tuper F OpenAlex Papers (Apify Actor) by Tuper F Hacker News (Apify Actor) by Tuper F GitHub Repos (Apify Actor) by Tuper F UK Companies House (Apify Actor) by Tuper F

Biggest Gainers

Airport Pickups London +31 HTML to Image +24 robomart +22

Biggest Drops

Black Label Continuum Website MCP -48 worldhums -48 Second Opinion -48
🔍
# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
41251
Junhui20
mycal Claim
Malaysia public holidays, school terms, business days & a leave optimizer (13 t…
 — ○ ⏳ — N/A N/A — — —
41252
briangaoo
whoop-mcp Claim
Full read + write access to your Whoop fitness data via the private iOS API. 48…
 — ○ ⏳ — N/A N/A — — —
41253
pluginslab
Provides AI assistants with a verified database of WordPress Gutenberg block sc…
 — ○ ⏳ — N/A N/A — — —
41254
tylrdnns
plantos Claim
Agricultural intelligence MCP server providing soil analysis, weather data, cro…
 — ○ ⏳ — N/A N/A — 95 —
41255
vanmoose
mcp-server Claim
Send transactional emails from AI agents via Truncus. Validate, track delivery,…
 — ○ ⏳ — N/A N/A — 83 —
41256
Craftiee
MCP tools for CRUMB artifacts and Logisim-evolution analysis and non-interactiv…
 — ○ ⏳ — N/A N/A — — —
41257
nexus-financial Claim 1
Crypto signals, Kalshi prediction markets, wallet AML. x402 USDC on Base.
 — ○ — N/A N/A — 81 —
41258
estate-atlas
MCP server for querying the San Diego Municipal Code, bulletins, permits, parce…
 — ○ ⏳ — — — — — —
41259
Sebastien-VZN
axomind-mcp Claim
MCP server for Axomind — enables AI assistants to manage activities, mindmaps, …
 — ○ ⏳ — — — — — —
41260
sh-aidev
A minimal MCP server template with a string-reversal tool and basic arithmetic …
 — ○ ⏳ — N/A N/A — — —
41261
FunplayAI
stdio bridge for the local Godot Editor MCP server from FunplayAI/funplay-godot…
 — ○ ⏳ — N/A N/A — — —
41262
Sarakael78
MCP Memory Claim
Enables AI assistants to remember and retrieve user information across conversa…
 — ○ ⏳ — — — — 81 —
41263
waxberry-dev
MCP server for local speech translation (EN ↔ 中文) via Whisper + Claude + Piper
 — ○ ⏳ — N/A N/A — — —
41264
ricardosouza.comercial
avaliabem Claim
— ○ ⏳ — N/A N/A — 95 —
41265
edintwi
sql-mcp Claim
Enables running parameterized SQL queries against a PostgreSQL database via an …
 — ○ ⏳ — N/A N/A — — —
41266
edithatogo
sourceright Claim
reference and citation validation, verification, enrichment, replacement and im…
 — ○ ⏳ — — — — 81 —
41267
asgard-ai-platform
mcp-uof Claim
Wraps UOF (U-Office Force) SOAP/ASMX WebServices as MCP tools, enabling AI agen…
 — ○ ⏳ — N/A N/A — — —
41268
manycontacts
# ManyContacts MCP Server MCP (Model Context Protocol) server for [ManyContact…
 — ○ ⏳ — — — — 81 —
41269
carlosvidal
Enables managing blog posts on Taita Blog via natural language, including creat…
 — ○ ⏳ — N/A N/A — — —
41270
rajitharul
A simple remote MCP server that exposes a greeting tool (say_hello) and demonst…
 — ○ ⏳ — — — — — —
41271
aleayrees-com
Enables e-commerce operations such as product search, price updates, and order …
 — ○ ⏳ — — — — — —
41272
mahesh-cr-de
A governed MCP server enabling LLM agents to query BigQuery, inspect GCS, trigg…
 — ○ ⏳ — — — — — —
41273
S-onu112
An MCP server that connects LLMs (Ollama, OpenAI, Anthropic) with desktop autom…
 — ○ ⏳ — N/A N/A — — —
41274
MCP-Mirror
Enables execution of SuperCollider synth code through the Model Context Protoco…
 — ○ ⏳ — N/A N/A — 95 —
41275
chenzhaoxuan0
intercom-mcp Claim
Enables to search, view, and interact with Intercom contacts and conversations,…
 — ○ ⏳ — — — — — —
41276
openjkai
secscan-mcp Claim
MCP server for Cursor that scans codebases for security issues including hardco…
 — ○ ⏳ — N/A N/A — — —
41277
d0nk3yhm
pbix-mcp Claim
MCP server for creating, editing, and evaluating Power BI (.pbix/.pbit) files w…
 — ○ ⏳ — N/A N/A — — —
41278
Youn-17
Enables AI agents to create publication-quality scientific diagrams, flowcharts…
 — ○ ⏳ — N/A N/A — — —
41279
hellozexi
A learning-purpose MCP server providing tools for arithmetic calculation, curre…
 — ○ ⏳ — — — — — —
41280
ToxMCP
Public MCP endpoint for Adverse Outcome Pathway (AOP) discovery, scientific rev…
 — ○ ⏳ — — — — — —
41281
tenderly
Tenderly Claim
Simulate, debug, and trace smart contract transactions on 100+ EVM networks. Cr…
 — ○ ⏳ — — — — 81 —
41282
zenkodr
Enables AI agents to interact with Novu's notification infrastructure, supporti…
 — ○ ⏳ — — — — — —
41283
Moin105
karst Claim
Code context for AI dev tools: pack-scoped, cited code retrieval over MCP.
 — ○ ⏳ — N/A N/A — — —
41284
jyswee
mocopo Claim
One remote MCP connection: 39,500+ ranked MCP servers, agent delegation, hosted…
 — ○ ⏳ — — — — — —
41285
aygp-dr
MCP server to track Boston Harbor commuter ferries in real-time, providing vess…
 — ○ ⏳ — — — — — —
41286
burgebj
Undetectable browser automation for AI agents that bypasses Cloudflare, antibot…
 — ○ ⏳ — N/A N/A — — —
41287
facusada
A Python MCP server that authenticates with SAP BTP, reads Destination Service …
 — ○ ⏳ — — — — — —
41288
civic
Give your AI agents a verified identity, scoped permissions, audit trails, and …
 — ○ ⏳ — N/A N/A — 95 —
41289
calvinw
An MCP server that enables AI assistants like Claude to interact with FL Studio…
 — ○ ⏳ — N/A N/A — — —
41290
varunity
MCP-Logseq Claim
Connects MCP-compatible AI assistants to Logseq graphs, enabling block-first op…
 — ○ ⏳ — N/A N/A — — —
41291
cartaorobbin
pyramid-mcp Claim
Exposes Pyramid web application endpoints as Model Context Protocol (MCP) tools…
 — ○ ⏳ — — — — — —
41292
benlemasurier
fccdb Claim
Explore FCC ULS licenses, ASR antenna structures, and microwave path elevation …
 — ○ ⏳ — — — — — —
41293
mihneamanolache
zeppelin-mcp Claim
MCP server that provides AI assistants direct access to the Apache Zeppelin RES…
 — ○ ⏳ — — — — — —
41294
lomartins
Cadence Claim
Detects your work mode and plays Spotify music matched to the task, learning yo…
 — ○ ⏳ — N/A N/A — — —
41295
mcp-server Claim 1
On-brand image generation (product shots, app icons, OG cards, sprites) for AI …
 — ○ — N/A N/A — 81 —
41296
sandersouza
Enables MCP-compatible agents to interact with Grafana instances for searching,…
 — ○ ⏳ — — — — — —
41297
justmy2satoshis
Enables heavy computation and data processing tasks in Claude Desktop, includin…
 — ○ ⏳ — N/A N/A — — —
41298
SirRellik
aeterna-mcp Claim
Enables AI agents, including Claude, to interact with the AETERNA persistent wo…
 — ○ ⏳ — — — — — —
41299
Stockfish MCP Claim 1
A Stockfish MCP server to allow an LLM to play chess against Stockfish
 — ○ — N/A N/A — 81 —
41300
luistorres789321
MCP server for querying the authenticated internal CAEZ Urekin web. Supports se…
 — ○ ⏳ — — — — — —
Showing 41251–41300 of 69343 servers
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