MCP Server Quality Scores

Independent quality analysis of 68948 public MCP servers

Submit Your Server Not listed? Add & get scored →
Score Your Own Servers Free CLI for local & internal scoring →
68948
Discovered
→
33695
Scored
→
2112
Verified
→
16953
Complete
Our Methodology How we score servers → Find & Claim Your Server Free score alerts & badge →

Last updated 4 hours, 14 minutes ago

Grade Distribution

Score Distribution

Newly Added

What's Moving F Tandem CRM F SVG Me F Mailera F LotsStore F

Biggest Gainers

Errand +43 AI Design Blueprint Doctrine +9 california-hoa-law +8

Biggest Drops

Black Water Window Cleaning Website MCP -49 Agente Galicia Public Discovery -49 Black Label Golf Website MCP -49
🔍
# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
67901
DevelopmentAgentSDD
MCP server that connects opencode with Jira Cloud, exposing issue tracking, pro…
 — ○ ⏳ — N/A N/A — — —
67902
atmflow55
datafood-mcp Claim
DataFood: 16 data sources (crypto/DeFi/security/news/finance) via one MCP. Bund…
 — ○ ⏳ — — — — — —
67903
kshitiz305
Enables safe exploration and analysis of SQLite databases through guarded read-…
 — ○ ⏳ — N/A N/A — — —
67904
justfeltlikerunning
blastradius Claim
Analyzes npm dependency upgrades to reveal which files and functions in your co…
 — ○ ⏳ — N/A N/A — — —
67905
MaoBui2907
tuvi-mcp Claim 1
MCP server for Vietnamese fortune-telling based on lunar calendar, providing bi…
 — ○ ⏳ — — — — 81 —
67906
gamzesirin
Fetches, summarizes, and analyzes Turkish news from multiple RSS sources using …
 — ○ ⏳ — — — — — —
67907
FROWNINGdev
Django ORM static analysis MCP. Models, relations, migrations, indexes, signals…
 — ○ ⏳ — N/A N/A — — —
67908
MCP-Mirror
Enables AI assistants to manage cloud infrastructure through natural language b…
 — ○ ⏳ — — — — 81 —
67909
bacoco
An advanced MCP server that intelligently enhances prompts using 44+ metaprompt…
 — ○ ⏳ — N/A N/A — — —
67910
VMexicano
An MCP server that intelligently filters and compresses tool outputs to reduce …
 — ○ ⏳ — N/A N/A — — —
67911
procpalee
Enables Claude to access the Korean Financial Supervisory Service's OpenDART AP…
 — ○ ⏳ — — — — — —
67912
yugandhar-maram
agrasandhany Claim
Turns local plain-text notes into searchable long-term memory for AI agents thr…
 — ○ ⏳ — N/A N/A — — —
67913
weijie-tan3
Enables executing SQL queries on Trino clusters via MCP, supporting multiple au…
 — ○ ⏳ — — — — — —
67914
compound-technologies
Summer Claim 1
Telehealth support for Claude, Codex and Cursor: investigate cases and connect …
 — ○ ⏳ — — — — 67 —
67915
Wally-Ahmed
MCP server providing a model-agnostic subagent tool backed by OpenRouter, suppo…
 — ○ ⏳ — — — — — —
67916
Open-Scout
OnePager Claim
Create and publish one-pagers and boards for your organization. Upload images f…
 — ○ ⏳ — N/A N/A — 95 —
67917
MCPForgeHQ
stripe-mcp Claim
MCP server for the Stripe API with 10 tools covering payments, customers, invoi…
 — ○ ⏳ — — — — — —
67918
omarkhandji-commits
MIDAS Claim
Local-first AI agent for approval-gated automation and verifiable LLM workflows.
 — ○ ⏳ — N/A N/A — — —
67919
IBM
A Python framework for building Model Context Protocol servers with decorator-b…
 — ○ ⏳ — — — — — —
67920
Craftix-Labs
Enables deploying a remote MCP server on Cloudflare Workers without authenticat…
 — ○ ⏳ — N/A N/A — — —
67921
monjaworska
Connects Claude Desktop to Tableau Server for natural language data analysis an…
 — ○ ⏳ — N/A N/A — — —
67922
rich7420
surveyHelper Claim
A local-first MCP server that analyzes research papers, maps citation graphs, a…
 — ○ ⏳ — N/A N/A — 95 —
67923
lukisch
n8n Manager MCP Claim 1
MCP server for n8n workflow management -- view, create, sync and manage workflo…
 — ○ ⏳ — N/A N/A — 95 —
67924
wya5217799
simulink-mcp Claim
Give AI agents structured access to Simulink models via the MATLAB Engine for P…
 — ○ ⏳ — N/A N/A — — —
67925
Vetlinskiy
A Model Context Protocol (MCP) server that gives Claude the ability to search f…
 — ○ ⏳ — — — — — —
67926
lazy-dinosaur
Enables AI models to test and interact with Electron applications using Playwri…
 — ○ ⏳ — N/A N/A — — —
67927
csgear
This MCP server enables AI agents to create Pull Requests in a self-hosted Bitb…
 — ○ ⏳ — N/A N/A — — —
67928
sanscdm
A FastMCP server for Bitbucket Cloud REST API that enables listing repositories…
 — ○ ⏳ — N/A N/A — — —
67929
HCF-STUDIOS
openhermit Claim
OpenHermit is the open-source platform for deploying fleets of AI agents as pro…
 — ○ ⏳ — N/A N/A — 95 —
67930
JrJuni
A self-owned deal memory layer that turns meeting notes, emails, and calls into…
 — ○ ⏳ — N/A N/A — — —
67931
aelbuni
aigently Claim
Securely feeds summarized expert security rules into your coding assistance Cla…
 — ○ ⏳ — N/A N/A — — —
67932
neoai-agent
ecs-mcp Claim
Monitor and analyze AWS ECS services, including service status, CloudWatch metr…
 — ○ ⏳ — — — — — —
67933
phpcip
opensolr-mcp Claim
Managed Apache Solr for agents: hybrid BM25+kNN search, server-side embeddings,…
 — ○ ⏳ — N/A N/A — — —
67934
huangmiuXyz
A TypeScript-based Model Context Protocol server that integrates with Volcengin…
 — ○ ⏳ — — — — 81 —
67935
bobzhou-source
Local MCP server for editing Power BI Project reports saved in PBIR format.
 — ○ ⏳ — N/A N/A — — —
67936
sdsrss
A high-performance code knowledge graph server implementing MCP, indexing codeb…
 — ○ ⏳ — N/A N/A — — —
67937
ManiKsi
A professional MCP server for Bitbucket Server that enables automation of pull …
 — ○ ⏳ — — — — 81 —
67938
Gindhar2112
frida-mcp Claim
Automates Android app analysis using Frida via AI commands, connecting a rooted…
 — ○ ⏳ — N/A N/A — — —
67939
alea-institute
folio-mcp Claim
MCP server for FOLIO, the Federated Open Legal Information Ontology. Makes the …
 — ○ ⏳ — — — — — —
67940
RNBBarrett
THOUGHT Claim
A local MCP memory server giving LLMs a persistent, auditable memory fabric wit…
 — ○ ⏳ — N/A N/A — — —
67941
Compuute
Scan any public GitHub MCP-server repo for security issues. 37 MCP-specific L1 …
 — ○ ⏳ — — — — — —
67942
occasiolabs
occasio Claim
Tamper-evident, Sigstore-signed audit trail for Claude Code agents.
 — ○ ⏳ — N/A N/A — — —
67943
fenilsonani
GetMyHotels Claim
Search hotels, get live prices, and check out in chat. Guest search needs no si…
 — ○ ⏳ — — — — — —
67944
conversoriaecnae
The first fiscal MCP server for Spain: IAE/CNAE 2025, AEAT modelos, IRPF/IVA, R…
 — ○ ⏳ — — — — — —
67945
RevinFedor
docs_search Claim
Enables AI agents to search project documentation via a semantic index, returni…
 — ○ ⏳ — N/A N/A — — —
67946
Heretek-RE
re-kaitai Claim
MCP server exposing Kaitai Struct for custom binary format reverse engineering.
 — ○ ⏳ — N/A N/A — — —
67947
fssou
camunda-mcp Claim
MCP server for modeling Camunda 7 BPMN diagrams programmatically, including ele…
 — ○ ⏳ — N/A N/A — — —
67948
rooz21
MCP server for the @agentutility wordmint cluster — pay-per-call x402 tools, no…
 — ○ ⏳ — N/A N/A — — —
67949
polydoc-tech
polydoc-mcp Claim
MCP server that converts HTML or URLs to PDF, captures screenshots, and generat…
 — ○ ⏳ — N/A N/A — — —
67950
ethanfel
Enables an external coding agent to exchange text and images with ComfyUI workf…
 — ○ ⏳ — — — — — —
Showing 67901–67950 of 68948 servers
« Prev 1 … 1357 1358 1359 1360 1361 … 1379 Next »